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Researcher Evidence Record

Gerhard Widmer

This bounded record lists 160 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include cs.SD, eess.AS, cs.LG work dated 2015 to 2026. The record describes sources and coverage; it makes no judgment about the person.

Compiled coverage vector

Measured lane counts only. Not a trust score or person verdict.

Enumerated paper scope: 9 fields (cs.SD, eess.AS, cs.LG, +6 more) · 2015-2026 sources: authors, author_identifiers · paper_authors · author_works · current_verdicts · cited_works

A sourced case file for attributed work. It is neither a profile score nor a verdict about this researcher.

Attributed works

A bounded ledger from the Pith paper and imported-work queries. Counts and source confidence stay with each work.

  1. 2026 Pith paper

    Learning to Predict Performance-induced Emotion Differences in Classical Piano Music

    cs.SD provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  2. 2026 Pith paper

    RealDESED: A Real-World Domestic Sound Event Detection Benchmark

    eess.AS provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  3. 2026 Pith paper

    From Prediction to Collaboration: Interactive Symbolic Music Analysis

    cs.SD provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  4. 2026 Pith paper

    Low-Latency Neural Models for Real-Time Music Enhancement

    cs.SD provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  5. 2026 Pith paper

    Dilemmadata: On the Interoperability of Heterogeneous Roman Numeral Datasets

    cs.SD provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  6. 2026 Pith paper

    Score-Agnostic Structure Analysis in Large-Scale Performance Datasets

    cs.SD provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  7. 2026 Pith paper

    Precise and Simple Audio-to-Score Alignment

    cs.SD provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  8. 2026 Pith paper

    Sound Event Detection with Boundary-Aware Optimization and Inference

    eess.AS provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    11
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  9. 2025 Pith paper

    Perceptually Aligning Representations of Music via Noise-Augmented Autoencoders

    cs.SD provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  10. 2025 Pith paper

    Exploring System Adaptations For Minimum Latency Real-Time Piano Transcription

    eess.AS provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  11. 2025 Pith paper

    AnalysisGNN: Unified Music Analysis with Graph Neural Networks

    cs.SD provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  12. 2025 Pith paper

    Optical Music Recognition of Jazz Lead Sheets

    cs.CV provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  13. 2025 Pith paper

    Estimating Musical Surprisal from Audio in Autoregressive Diffusion Model Noise Spaces

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  14. 2025 Pith paper

    Are Inherently Interpretable Models More Robust? A Study In Music Emotion Recognition

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  15. 2025 Pith paper

    On Temporal Guidance and Iterative Refinement in Audio Source Separation

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  16. 2025 Pith paper

    Music Boomerang: Reusing Diffusion Models for Data Augmentation and Audio Manipulation

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  17. 2025 Pith paper

    TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 2 pith inbound references from cited_work_pith_inbound_counts
  18. 2025 Pith paper

    Pairing Real-Time Piano Transcription with Symbol-level Tracking for Precise and Robust Score Following

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  19. 2025 Pith paper

    How to Infer Repeat Structures in MIDI Performances

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  20. 2025 Pith paper

    Low-Complexity Acoustic Scene Classification with Device Information in the DCASE 2025 Challenge

    eess.AS provisional current review present

    Sources and evidence
    Authorship source
    backfill
    Printed name
    Gerhard Widmer
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  21. 2025 Pith paper

    Exploring Performance-Complexity Trade-Offs in Sound Event Detection Models

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  22. 2025 Pith paper

    Creating a Good Teacher for Knowledge Distillation in Acoustic Scene Classification

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  23. 2025 Pith paper

    Estimating Musical Surprisal in Audio

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  24. 2024 Pith paper

    Language Models for Music Medicine Generation

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  25. 2024 Pith paper

    Effective Pre-Training of Audio Transformers for Sound Event Detection

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  26. 2024 Pith paper

    Estimated Audio-Caption Correspondences Improve Language-Based Audio Retrieval

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  27. 2024 Pith paper

    Improving Query-by-Vocal Imitation with Contrastive Learning and Audio Pretraining

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  28. 2024 Pith paper

    Controlling Surprisal in Music Generation via Information Content Curve Matching

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  29. 2024 Pith paper

    Quantifying the Corpus Bias Problem in Automatic Music Transcription Systems

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  30. 2024 Pith paper

    TheGlueNote: Learned Representations for Robust and Flexible Note Alignment

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  31. 2024 Pith paper

    Beat this! Accurate beat tracking without DBN postprocessing

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 external cited by from arxiv_reference
    • 4 pith inbound references from cited_work_pith_inbound_counts
  32. 2024 Pith paper

    Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  33. 2024 Pith paper

    Multi-Iteration Multi-Stage Fine-Tuning of Transformers for Sound Event Detection with Heterogeneous Datasets

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  34. 2024 Pith paper

    GraphMuse: A Library for Symbolic Music Graph Processing

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  35. 2024 Pith paper

    Cluster and Separate: a GNN Approach to Voice and Staff Prediction for Score Engraving

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  36. 2024 Pith paper

    Fusing Audio and Metadata Embeddings Improves Language-based Audio Retrieval

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  37. 2024 Pith paper

    DExter: Learning and Controlling Performance Expression with Diffusion Models

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  38. 2024 Pith paper

    Towards Musically Informed Evaluation of Piano Transcription Models

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  39. 2024 Pith paper

    Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    7
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  40. 2024 Pith paper

    SMUG-Explain: A Framework for Symbolic Music Graph Explanations

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  41. 2024 Pith paper

    Perception-Inspired Graph Convolution for Music Understanding Tasks

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  42. 2024 Pith paper

    Expressivity-aware Music Performance Retrieval using Mid-level Perceptual Features and Emotion Word Embeddings

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  43. 2023 Pith paper

    Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance

    cs.CL provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  44. 2023 Pith paper

    Sounding Out Reconstruction Error-Based Evaluation of Generative Models of Expressive Performance

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  45. 2023 Pith paper

    Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  46. 2023 Pith paper

    8+8=4: Formalizing Time Units to Handle Symbolic Music Durations

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  47. 2023 Pith paper

    Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  48. 2023 Pith paper

    Self-Supervised Contrastive Learning for Robust Audio-Sheet Music Retrieval Systems

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  49. 2023 Pith paper

    Passage Summarization with Recurrent Models for Audio-Sheet Music Retrieval

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  50. 2023 Pith paper

    Symbolic Music Representations for Classification Tasks: A Systematic Evaluation

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  51. 2023 Pith paper

    The Batik-plays-Mozart Corpus: Linking Performance to Score to Musicological Annotations

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  52. 2023 Pith paper

    Exploring Sampling Techniques for Generating Melodies with a Transformer Language Model

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  53. 2023 Pith paper

    Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data Sets

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  54. 2023 Pith paper

    Roman Numeral Analysis with Graph Neural Networks: Onset-wise Predictions from Note-wise Features

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  55. 2023 Pith paper

    Predicting Music Hierarchies with a Graph-Based Neural Decoder

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  56. 2023 Pith paper

    On Frequency-Wise Normalizations for Better Recording Device Generalization in Audio Spectrogram Transformers

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  57. 2023 Pith paper

    Domain Information Control at Inference Time for Acoustic Scene Classification

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  58. 2023 Pith paper

    Discrete Diffusion Probabilistic Models for Symbolic Music Generation

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  59. 2023 Pith paper

    Device-Robust Acoustic Scene Classification via Impulse Response Augmentation

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  60. 2023 Pith paper

    Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  61. 2023 Pith paper

    The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    8
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  62. 2023 Pith paper

    Low-Complexity Audio Embedding Extractors

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  63. 2023 Pith paper

    Decoding and Visualising Intended Emotion in an Expressive Piano Performance

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  64. 2022 Pith paper

    Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  65. 2022 Pith paper

    Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  66. 2022 Pith paper

    Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  67. 2022 Pith paper

    Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  68. 2022 Pith paper

    Cadence Detection in Symbolic Classical Music using Graph Neural Networks

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  69. 2022 Pith paper

    Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  70. 2022 Pith paper

    Improving Natural-Language-based Audio Retrieval with Transfer Learning and Audio & Text Augmentations

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  71. 2022 Pith paper

    Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  72. 2022 Pith paper

    The match file format: Encoding Alignments between Scores and Performances

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  73. 2022 Pith paper

    Partitura: A Python Package for Symbolic Music Processing

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  74. 2022 Pith paper

    Defending a Music Recommender Against Hubness-Based Adversarial Attacks

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  75. 2021 Pith paper

    Fully Automatic Page Turning on Real Scores

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  76. 2021 Pith paper

    Efficient Training of Audio Transformers with Patchout

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 9 pith inbound references from cited_work_pith_inbound_counts
  77. 2021 Pith paper

    Improving Real-time Score Following in Opera by Combining Music with Lyrics Tracking

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  78. 2021 Pith paper

    On-Line Audio-to-Lyrics Alignment Based on a Reference Performance

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  79. 2021 Pith paper

    On Perceived Emotion in Expressive Piano Performance: Further Experimental Evidence for the Relevance of Mid-level Perceptual Features

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  80. 2021 Pith paper

    On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  81. 2021 Pith paper

    Over-Parameterization and Generalization in Audio Classification

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  82. 2021 Pith paper

    Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  83. 2021 Pith paper

    Exploiting Temporal Dependencies for Cross-Modal Music Piece Identification

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  84. 2021 Pith paper

    Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  85. 2021 Pith paper

    Handling Structural Mismatches in Real-time Opera Tracking

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  86. 2021 Pith paper

    Multi-modal Conditional Bounding Box Regression for Music Score Following

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  87. 2021 Pith paper

    Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  88. 2020 Pith paper

    Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  89. 2020 Pith paper

    Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  90. 2020 Pith paper

    Addressing the Recitative Problem in Real-time Opera Tracking

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  91. 2020 Pith paper

    Towards Musically Meaningful Explanations Using Source Separation

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  92. 2020 Pith paper

    The Impact of Label Noise on a Music Tagger

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  93. 2020 Pith paper

    On the Characterization of Expressive Performance in Classical Music: First Results of the Con Espressione Game

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  94. 2020 Pith paper

    audioLIME: Listenable Explanations Using Source Separation

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 4 pith inbound references from cited_work_pith_inbound_counts
  95. 2020 Pith paper

    Receptive-Field Regularized CNNs for Music Classification and Tagging

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  96. 2020 Pith paper

    Learning to Read and Follow Music in Complete Score Sheet Images

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  97. 2020 Pith paper

    On Data Augmentation and Adversarial Risk: An Empirical Analysis

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    8
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  98. 2020 Pith paper

    Beneath (or beyond) the surface: Discovering voice-leading patterns with skip-grams

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  99. 2020 Pith paper

    Towards Reliable Real-time Opera Tracking: Combining Alignment with Audio Event Detectors to Increase Robustness

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  100. 2019 Pith paper

    Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  101. 2019 Pith paper

    A Study of Annotation and Alignment Accuracy for Performance Comparison in Complex Orchestral Music

    cs.MM provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  102. 2019 Pith paper

    Audio-Conditioned U-Net for Position Estimation in Full Sheet Images

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  103. 2019 Pith paper

    Receptive-field-regularized CNN variants for acoustic scene classification

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  104. 2019 Pith paper

    Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification

    eess.AS provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  105. 2019 Pith paper

    Towards Interpretable Polyphonic Transcription with Invertible Neural Networks

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  106. 2019 Pith paper

    Towards Explainable Music Emotion Recognition: The Route via Mid-level Features

    cs.SD provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  107. 2019 Pith paper

    The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification

    cs.LG provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  108. 2019 Pith paper

    Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval

    cs.IR provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  109. 2019 Pith paper

    A Convolutional Approach to Melody Line Identification in Symbolic Scores

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  110. 2019 Pith paper

    Deep Polyphonic ADSR Piano Note Transcription

    cs.SD provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  111. 2019 Pith paper

    User Curated Shaping of Expressive Performances

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  112. 2019 Pith paper

    Two-level Explanations in Music Emotion Recognition

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  113. 2019 Pith paper

    Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  114. 2019 Pith paper

    Multitask Learning for Polyphonic Piano Transcription, a Case Study

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  115. 2018 Pith paper

    Mixture Density Generative Adversarial Networks

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  116. 2018 Pith paper

    Attention as a Perspective for Learning Tempo-invariant Audio Queries

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  117. 2018 Pith paper

    Automatic Chord Recognition with Higher-Order Harmonic Language Modelling

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  118. 2018 Pith paper

    Genre-Agnostic Key Classification With Convolutional Neural Networks

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  119. 2018 Pith paper

    Improved Chord Recognition by Combining Duration and Harmonic Language Models

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  120. 2018 Pith paper

    Psychological constraints on string-based methods for pattern discovery in polyphonic corpora

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  121. 2018 Pith paper

    Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game

    cs.AI provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  122. 2018 Pith paper

    Machine Learning Approaches to Hybrid Music Recommender Systems

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  123. 2018 Pith paper

    The Importance of Song Context and Song Order in Automated Music Playlist Generation

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  124. 2018 Pith paper

    Modeling Majorness as a Perceptual Property in Music from Listener Ratings

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  125. 2018 Pith paper

    Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data

    q-bio.GN provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    11
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  126. 2018 Pith paper

    Evaluating language models of tonal harmony

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  127. 2018 Pith paper

    A Predictive Model for Music Based on Learned Interval Representations

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  128. 2018 Pith paper

    Learning Transposition-Invariant Interval Features from Symbolic Music and Audio

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  129. 2018 Pith paper

    Towards multi-instrument drum transcription

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  130. 2018 Pith paper

    Learning to Transcribe by Ear

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  131. 2018 Pith paper

    Investigating Label Noise Sensitivity of Convolutional Neural Networks for Fine Grained Audio Signal Labelling

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  132. 2018 Pith paper

    A Hybrid Approach to Music Playlist Continuation Based on Playlist-Song Membership

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  133. 2018 Pith paper

    A Large-Scale Study of Language Models for Chord Prediction

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  134. 2017 Pith paper

    Deep Within-Class Covariance Analysis for Robust Audio Representation Learning

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  135. 2017 Pith paper

    The ACCompanion v0.1: An Expressive Accompaniment System

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    8
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  136. 2017 Pith paper

    What were you expecting? Using Expectancy Features to Predict Expressive Performances of Classical Piano Music

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  137. 2017 Pith paper

    Learning Musical Relations using Gated Autoencoders

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  138. 2017 Pith paper

    Probabilistic Generative Adversarial Networks

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  139. 2017 Pith paper

    Piece Identification in Classical Piano Music Without Reference Scores

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  140. 2017 Pith paper

    Learning Audio - Sheet Music Correspondences for Score Identification and Offline Alignment

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  141. 2017 Pith paper

    Likelihood Estimation for Generative Adversarial Networks

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  142. 2017 Pith paper

    Modeling Harmony with Skip-Grams

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  143. 2017 Pith paper

    Automatic estimation of harmonic tension by distributed representation of chords

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  144. 2017 Pith paper

    A Hybrid Approach with Multi-channel I-Vectors and Convolutional Neural Networks for Acoustic Scene Classification

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  145. 2017 Pith paper

    End-to-End Musical Key Estimation Using a Convolutional Neural Network

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  146. 2017 Pith paper

    Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features: Alleviating the Cold-Start Problem for Rare and Out-of-Set Songs

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  147. 2017 Pith paper

    End-to-End Cross-Modality Retrieval with CCA Projections and Pairwise Ranking Loss

    cs.IR provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  148. 2017 Pith paper

    On the Futility of Learning Complex Frame-Level Language Models for Chord Recognition

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  149. 2017 Pith paper

    An Experimental Analysis of the Entanglement Problem in Neural-Network-based Music Transcription Systems

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  150. 2016 Pith paper

    On the Potential of Simple Framewise Approaches to Piano Transcription

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    6
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  151. 2016 Pith paper

    A Fully Convolutional Deep Auditory Model for Musical Chord Recognition

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  152. 2016 Pith paper

    Live Score Following on Sheet Music Images

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  153. 2016 Pith paper

    Towards End-to-End Audio-Sheet-Music Retrieval

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  154. 2016 Pith paper

    Feature Learning for Chord Recognition: The Deep Chroma Extractor

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  155. 2016 Pith paper

    Towards Score Following in Sheet Music Images

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  156. 2016 Pith paper

    Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  157. 2016 Pith paper

    Towards computer-assisted understanding of dynamics in symphonic music

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    4
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  158. 2016 Pith paper

    Getting Closer to the Essence of Music: The Con Espressione Manifesto

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  159. 2016 Pith paper

    madmom: a new Python Audio and Music Signal Processing Library

    cs.SD provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    5
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  160. 2015 Pith paper

    Deep Linear Discriminant Analysis

    cs.LG provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Gerhard Widmer
    Author position
    3
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: no current Pith review exists.
    Citation counts
    • 22 external cited by from pith
    • 3 pith inbound references from cited_work_pith_inbound_counts

Evidence apparatus

The machinery behind this record. Every lane states whether Pith measured it, did not query it, could not reach it, or withheld it.

LaneStateObservedBoundary and source
identity Measured 2 Canonical identity row plus public typed identifiers.
source=authors, author_identifiers
papers Measured 160 of 160 bounded rows Rows attributed to this author UUID in the Pith corpus.
source=paper_authors
works Measured zero 0 of 0 bounded rows Imported works not duplicated by the paper ledger.
source=author_works
reviews Measured 16 of 160 bounded rows Coverage count only. No review outcome is projected onto the person.
source=current_verdicts
citations Measured 24 of 160 bounded rows Counts remain itemized by work and source.
source=cited_works
coauthors Measured 50 of 160 bounded rows Shared-work edges from admitted paper rows.
source=paper_authors
account Unavailable No public count of 1 bounded rows Account metadata is separate from corpus evidence.
source=users.author_id
Public identity sources
  • name variant
    Gerhard Widmer
    backfill
    confidence 0.6
Enumerated research scope

Fields and dates come only from enumerated, non-disputed Pith paper rows. They do not claim career completeness.

  • cs.SD99 rows
  • eess.AS32 rows
  • cs.LG14 rows
  • cs.IR10 rows
  • cs.AI1 rows
  • cs.CL1 rows
  • cs.CV1 rows
  • cs.MM1 rows
  • q-bio.GN1 rows
  • 20151 rows
  • 201610 rows
  • 201716 rows
  • 201819 rows
  • 201915 rows
  • 202012 rows
  • 202113 rows
  • 202211 rows
  • 202321 rows
  • 202419 rows
  • 202515 rows
  • 20268 rows
Shared-work index
Record scope

The work queries are bounded. Missing rows may mean measured zero, an unavailable source, a query that did not run, or private data that Pith withheld. The lane table keeps those cases separate.

Paper findings remain attached to papers. They do not become findings about this researcher.