Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:43:27.389104Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2505.12288.
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 2026-08-15T20:43:27.389104Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d1d9940e-f54b-4839-b75e-f16361745cbb · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Some experiments on the recognition of speech, with one and with two ears,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 518523af-87b2-4a3e-b02b-c512a0482e0a · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement The cocktail party problem,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 86e66518-3e0e-48ec-8ad5-d7293d16f4d8 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement SEGAN: Speech enhancement generative adversarial network,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5d47193f-e870-43f9-9b9b-0918badd53b4 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement MetricGAN: Generative adversarial networks based black-box metric scores optimization for speech enhancement,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2c8b37db-5aa8-4f79-88d7-46081905d844 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement MP-SENet: A speech enhancement model with parallel denoising of magnitude,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 186896ed-13ac-441c-be69-b134f96b5bdf · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Real-time speech enhance- ment in the waveform domain,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 49dc7a1d-0e75-49ea-ba1a-8df7f0a7fd0b · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Dual-branch attention-in-attention transformer for single-channel speech enhance- ment,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9ae25c25-9c17-4320-82b4-ced28b578804 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement DPT-FSNet: Dual-path transformer- based full-band and sub-band fusion network for speech enhancement,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 43116a11-3f31-4689-8dba-0b31d6e8cb84 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement PhaseN: A phase-and- harmonics-aware speech enhancement network,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 96262c9e-9847-4bcd-8b80-2df7dfe673da · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Neural target speech extraction: An overview,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 35a2d776-6b0b-492a-8a9a-2242c24f6e94 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement An overview of deep learning-based audio-visual speech enhancement and separation,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 34941dbc-8c23-4b8b-82e5-a0c72803f6d2 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement DPCCN: Densely-connected pyramid complex convolutional network for robust speech separation and extraction,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 44657de0-f148-4a62-8342-b94cfd8656d4 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement High fidelity speech enhancement with band-split rnn,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 783562d5-d792-4b11-8587-4396f2d533a2 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement X-SEPFORMER: End-to-end speaker extraction network with explicit optimization on speaker con- fusion,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 582c7007-c470-40ce-973c-2f61a9472c39 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Deep- FilterNet: Perceptually motivated real-time speech enhancement,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8e4fe6b2-62b9-4682-abe1-b917441f110e · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement SEF-Net: Speaker embedding free target speaker extraction network,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0a69d6e0-e924-449f-81d6-54b49e15f982 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Target speaker extraction by directly exploiting contextual information in the time-frequency domain,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a195858b-e966-444a-ba99-be555f8e452a · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Personalized speech enhancement without a separate speaker embedding model,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation eb765355-3171-43a7-a71b-4ddda00d29c8 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Urgent Challenge: Universality, robustness, and generalizability for speech enhancement,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a6d54836-3e7b-44a2-a825-5c7cfb9c9e45 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement AnyEnhance: A unified generative model with prompt-guidance and self-critic for voice enhancement,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88aafe99-5fb9-4687-b792-aa87dec94063 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Uniaudio: Towards universal audio generation with large language models,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fa2b64c3-2432-42f2-ab9d-66c7c002d53a · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Metis: A Foundation Speech Generation Model with Masked Generative Pre-training
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 854cc2d4-aa87-4ae8-94ef-5b2e7c0e9a24 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Target confusion in end-to-end speaker extraction: Analysis and approaches,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ae850b7f-55c3-4971-9d0a-2510bf5e1dd2 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Self-supervised disentangled representation learning for robust target speech extraction,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8c9aaa58-5b33-42fe-a6b1-66f0434fbff5 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Centroid estimation with transformer-based speaker embedder for robust target speaker extraction,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a8916cf1-3c90-4ae5-aa7c-29573c7f5031 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement SEF-PNet: Speaker encoder- free personalized speech enhancement with local and global contexts aggregation,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a9e113f9-266c-4b51-833b-21f1dcdcf520 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in tdnn based speaker verification,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f44d7fce-8080-43c4-8f53-9dac83ead6fa · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Deep residual learning for image recognition,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c3bbb6d7-968f-4c03-b5b1-1f0ce177f231 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Improving speaker dis- crimination of target speech extraction with time-domain speakerbeam,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9598fde2-242e-4c21-bc93-650e64f1e903 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement SpEx: Multi-scale time domain speaker extraction network,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c5f35dc2-73ca-4432-bf71-7ec76a2ab480 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement SpEx+: A complete time domain speaker extraction network,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 03d06d95-7265-4c8f-9aef-f062c9880fda · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement MC-SpEx: Towards effective speaker extraction with multi- scale interfusion and conditional speaker modulation,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fce929e7-a9ff-4a19-97cf-3e6708a3d987 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Contrastive self-supervised speaker embedding with sequential disentanglement,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1f949b2c-b123-45e5-84e2-4cc274956200 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Noise- disentanglement metric learning for robust speaker verification,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 723af5d9-18a4-49e2-b102-9d39dcdb4cee · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Disentangled speaker embedding for robust speaker verification,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0e5ef2f1-7724-47ec-bcad-5781bfb48aba · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Disentangling voice and content with self-supervision for speaker recognition,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 15e40320-674d-4ac9-b689-2a1a5e74d4c6 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Time-domain target-speaker speech separation with waveform-based speaker embedding,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1887585c-5bad-47a9-aa64-dd0acef41036 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Universal Speech Enhancement with Score-based Diffusion
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea97cac7-ea84-4318-ade7-285a9ac73fae · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Conditional diffusion probabilistic model for speech enhancement,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a1f7b319-537d-4ce4-bef8-3832ddef194e · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement V oiceFixer: A unified framework for high-fidelity speech restoration,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 579b063b-90cc-45a7-88ae-f285abf51124 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Toward uni- versal speech enhancement for diverse input conditions,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0dfe0907-938c-40b0-abe0-586fed7c85fd · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Improving design of input condition invariant speech enhancement,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 617c6ae1-d378-4593-96cf-e630d12f1d3a · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Multi-stage speaker extraction with utterance and frame-level reference signals,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1c1e8085-06a8-4820-b72b-6dfb0e1ffc3a · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Short-duration Speaker Verification (SdSV) Challenge 2021: the Challenge Evaluation Plan
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 31a6eadf-1a8a-475d-acde-7bd2a8c27356 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Discriminative neural embed- ding learning for short-duration text-independent speaker verification,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 981c31f7-95df-4a96-9f0c-d513979200f4 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement ERes2NetV2: Boosting short-duration speaker verification performance with computational efficiency,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d3c7b274-6911-4316-a786-d6cf905f04b9 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Augmenting short enrollment speech via synthesis for target speaker ex- traction,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7e0b163c-2cb0-4126-aea6-75e56087c694 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Target speaker extraction with ultra-short reference speech by ve-ve framework,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3a783352-970d-4bd9-8a78-b461c9acd15b · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Sdr–half-baked or well done?
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6771830a-7bab-4547-bc47-dae05fc4360c · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement LibriMix: An Open-Source Dataset for Generalizable Speech Separation
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 686563ab-2c2f-482e-befd-1d16781b28b1 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Investi- gating rnn-based speech enhancement methods for noise-robust text-to- speech,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8c9a7d18-db6e-4a69-9ba2-013a51381679 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement On the importance of power compression and phase estimation in monaural speech dereverberation,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7b4d8cba-98ab-4b46-9a89-42c30e378ef5 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Adam: A method for stochastic optimization,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 021d1725-4bd0-46e8-b739-fcc431225301 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Why gradient clipping accelerates training: A theoretical justification for adaptivity,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cd9e27b8-ad75-4f37-949e-5f108dd77453 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement Pesq (perceptual evaluation of speech quality) wrapper for python users,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8048fb43-aacc-4ba0-af17-eb6dbdacd029 · outbound
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement A short- time objective intelligibility measure for time-frequency weighted noisy speech,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
No inbound Pith citation observations are available.