Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:57:02.568478Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2501.03184.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:57:02.568478Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8cc40807-84df-4175-8b72-6c22edfb4573 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining rV AD: An unsupervised segment-based robust voice activity detection method,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9c0ce093-394f-4588-8194-4bbdd8f3c09f · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining V oice activity detection in the wild: A data-driven approach using teacher-student training,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2e559a8-8e5a-4b97-8b68-763bacd4cc8e · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Robust voice activity detection using an auditory-inspired masked modulation encoder based convolutional attention network,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e159f841-f467-47bd-a409-1cb1268db226 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining V oice biometric system security: Design and analysis of countermeasures for replay attacks
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0fb1f21d-3405-4bcc-b25d-7fb0c59fa4b8 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Audiovisual speaker indexing for web-tv automations,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e83e1b8c-0cb6-4aca-a7bc-9bfcb55ca68f · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Neural target speech extraction: An overview,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4f20ab46-882f-4a7b-940e-e82de34eeb48 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Speakerbeam: Speaker aware neural network for target speaker extraction in speech mixtures,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0e755325-d70e-480c-aaba-4572f718cb3e · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Per- sonal V AD: Speaker-conditioned voice activity detection,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 29ac4f61-64a3-46e6-8ff0-58f456621b24 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Personal V AD 2.0: Optimizing personal voice activity detection for on-device speech recognition,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 00acbc08-e568-4731-9611-f1bf0e91a745 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Target speech extraction with pre-trained self-supervised learning models,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7553fe0a-d2e9-4439-a6dd-6fa360d8f40a · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Target-speaker voice activity detection: a novel approach for multi-speaker diarization in a dinner party scenario,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 79fe2f20-69f2-492b-aa6a-05fdbc71a639 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Target- speaker voice activity detection with improved i-vector estimation for unknown number of speaker,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation aa4bdbd9-ea5e-4afb-8efe-071424a1de4f · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Target speaker voice activity detection with transformers and its integration with end- to-end neural diarization,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0ccae93b-eab4-46ec-8eea-ace328e26948 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Profile-error-tolerant target-speaker voice activity detection,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7dfb6889-7ba1-4155-b32b-c59f751ca9ea · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Multimodal attention fusion for target speaker extraction,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3b42f450-f794-4c41-b1b3-5deaef20b1dd · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Multimodal speakerbeam: Single channel target speech extraction with audio-visual speaker clues
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1a02336b-b7a5-4672-b898-fe58cb7efdf0 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Av-sepformer: Cross-attention sepformer for audio-visual target speaker extraction,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 19382b48-c880-40c7-b48c-802cdb5da07f · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Usev: Universal speaker extraction with visual cue,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation dc16625e-cfe1-42fe-9122-16d3702c6751 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Brain-informed speech separation (biss) for enhancement of target speaker in multitalker speech perception,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e29ad883-373e-4a45-bd88-5ebb6c64f633 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Target speaker detection with concealed eeg around the ear,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0bb8d991-43ab-43f8-8152-c28403f145ba · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Eeg decoding of the target speaker in a cocktail party scenario: considerations regarding dynamic switching of talker location,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 15a3f4c4-2394-448f-9080-29f66d731cb0 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Cortical auditory at- tention decoding during music and speech listening,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a8d165d2-e984-48b7-9481-a7e9358b23cc · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Self-supervised speech representation learning: A review,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52bd3b3a-6c90-415f-9080-309215240994 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining wav2vec 2.0: A framework for self-supervised learning of speech representations,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2473e1b-e498-4d17-b720-fec15d1a48ac · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cde589c0-16ba-4cb7-a340-5fdd469f4ed4 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining WavLM: Large-scale self- supervised pre-training for full stack speech processing,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d77e2797-a8d8-4b2b-9601-01914e3a64fa · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Self-supervised pretraining for robust personalized voice activity detection in adverse conditions,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2a2b6f54-e75d-4080-8c70-4d593ba5336c · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Features for voice activity detection: a comparative analysis,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a6d98d99-5e1d-4057-b6bd-7068c0664229 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining I-vector-based speaker adaptation of deep neural networks for french broadcast audio transcription,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5fee9e3f-d381-4380-8f4f-36db9c9ca7fb · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Deep neural networks for small footprint text-dependent speaker verification,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7054ccb0-e335-4f80-a457-8727123350cf · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Generalized end-to-end loss for speaker verification,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 133c8f00-d408-4709-8214-564c1049c6a8 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining X- vectors: Robust dnn embeddings for speaker recognition,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 27fbdb2d-edc3-49b5-8783-6c286e145c80 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Attention is all you need,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation dc9b081e-4a65-40ee-9624-3d2427f665fe · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Film: Visual reasoning with a general conditioning layer,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 618a3ce4-b723-4b22-80b9-4f777cf353b1 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Conditional conformer: Improving speaker modulation for single and multi-user speech enhancement,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bf350042-69c2-402f-9aa1-3dd5cddba11c · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Searching for Activation Functions
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1ef7187-05f6-4974-a845-d5a704bffab0 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Using self- supervised learning can improve model robustness and uncertainty,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f6c5bddc-983f-4a1f-835e-3687bdfc609f · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Noise-Robust Keyword Spotting through Self-supervised Pretraining
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 695e7c77-3336-4239-9d9c-3e7126522883 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Bootstrap predictive coding: Investigating a non-contrastive self-supervised learning approach,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f179beba-3bba-4b46-b126-8535aa2eb225 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Representation Learning with Contrastive Predictive Coding
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d18faa0-88ff-4295-a9ab-1d06143b30c0 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Autore- gressive predictive coding: A comprehensive study,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 79ad0697-058e-4d63-acef-9a9d990bf29c · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Generative pre-training for speech with au- toregressive predictive coding,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3404282a-bc80-43ef-8552-79bbb936a3bb · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Pytorch: An imperative style, high- performance deep learning library,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9cd1009d-abfa-4031-8c74-21b40718d71f · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Librispeech: An ASR corpus based on public domain audio books,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2c503d8-5fc7-4ccc-94af-b8c9b1e1d9f9 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Montreal Forced Aligner: Trainable text-speech alignment using kaldi,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b0038722-4240-46ce-aeea-366096f62462 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Speech enhancement using long short-term memory based recurrent neural networks for noise robust speaker verification,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a877476e-2ed0-400f-ac3c-8164a73e86a5 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining A study on data augmentation of reverberant speech for robust speech recognition,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6eab3ae7-99dd-4477-9f57-2f4b8aeda8ea · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining audiomentations,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3a36b517-3e24-4d07-b0c7-f3adb31b7768 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Transformer-xl: Attentive language models beyond a fixed- length context,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 98366df6-51dd-4fe5-b9b1-a9bf787c0af0 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining V oxceleb: Large- scale speaker verification in the wild,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97196bad-743d-42b8-8748-deab98cc94f0 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining SGDR: Stochastic gradient descent with warm restarts,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1eda67bf-5213-425e-9552-17f1af2fa819 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining On batching variable size inputs for training end-to-end speech enhancement systems,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 51e4370d-cac2-4dbc-b46d-14bd02734cc1 · outbound
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining Visualizing data using t-sne,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.