Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:59:48.698603Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2506.06697.
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 2026-08-07T05:59:48.698603Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
71 of 71 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1352abb5-de50-45f9-9bed-2ae538b5b012 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4b9bd109-714e-4638-b4ca-266d62e32dcb · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Suppression of acoustic noise in speech using spectral subtrac- tion,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2be40ce0-6747-4a19-8c24-7b85eb7cf64c · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Speech Enhancement Using a Minimum Mean-Square Error Short-Time Spectral Amplitude Estimator,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 936e8bcf-b573-4c81-ad75-d760d26aade8 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement On MMSE-based estimation of amplitude and complex speech spectral coefficients under phase- uncertainty,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 789f86d2-350b-47f8-ab65-5a4b239d231f · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement A novel fast nonstationary noise tracking approach based on mmse spectral power estimator,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 01d6acee-f045-43fa-b5cf-5280b9d91adf · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Speech enhancement based on a priori signal to noise estimation,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1105db2c-2f45-4002-979c-10e2eed01f75 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Supervised speech separation based on deep learning: An overview,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20478096-6292-495c-99e5-d1f2bf9ae5b0 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Deep neural network techniques for monaural speech enhancement: state of the art analysis
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 38b2131e-dab2-4edb-996e-ee9d6102e0ce · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Speech denoising in the waveform domain with self-attention,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b2c264a9-a4dd-430b-bf34-f5570f7f55db · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Masked multi-head self-attention for causal speech enhancement,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bf7b63aa-5301-44aa-a8a9-e35274fea426 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Monaural speech derever- beration using temporal convolutional networks with self attention,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0dcd9019-22ca-4f98-bf70-b495f9f9f66e · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement T-GSA: Transformer with gaussian- weighted self-attention for speech enhancement,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ab2e74fa-9654-4d3b-a16b-467eb692afa9 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Noisy-reverberant speech enhancement using denseunet with time-frequency attention
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 99dfb5fe-953e-4c1d-84c7-db221349bdea · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Ripple sparse self-attention for monaural speech enhancement,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0ec98579-dba7-4ac0-aaaa-4ff3981f283c · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Conformer: Convolution-augmented Transformer for Speech Recognition,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fcc9e7e1-de12-4de1-843a-95c783d7e699 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Exploring length generalization in large language models,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f0aa2558-e842-4e72-a649-04b733878456 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement An exploration of length generalization in transformer-based speech enhancement,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bc74a50d-0604-407c-a5ca-983f58852d39 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Attention is all you need,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 48bc97a4-5a88-40cb-abc8-780cb79dab32 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Exploring the limits of transfer learning with a unified text-to-text transformer
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d4d48fd-7802-4ed9-a44f-4f610911cb89 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement The case for translation-invariant self- attention in transformer-based language models,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9dd2a843-05b6-4787-8a0d-3ff57546000e · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Kerple: Kernelized relative positional embedding for length extrapolation,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f01d2629-6051-46e3-aa6b-c4afb43d473f · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement SEGAN: Speech enhancement generative adversarial network,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0834a0e3-6ba7-47d4-995a-c589a495fa4b · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Raw waveform-based speech enhancement by fully convolutional networks,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce5052f2-6e19-481e-a5d8-252772792b6c · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement On loss functions for supervised monaural time-domain speech enhancement,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f6bdb590-f723-45f7-9a4b-74029f58be2e · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement End-to-end waveform utterance enhancement for direct evaluation metrics optimiza- tion by fully convolutional neural networks,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7fd5d773-8278-424f-966b-a8561d82ee50 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Real time speech enhancement in the waveform domain,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b3448ba2-8bc1-4198-b7d3-6803631a272d · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement A regression approach to speech enhancement based on deep neural networks,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3a016a1f-b7a8-42f7-a36e-7073e943903d · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Convolutional-recurrent neural networks for speech enhancement,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ca9e86bc-d6fd-42d1-890f-35d1cbe2a7cc · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Gated residual networks with dilated convolutions for monaural speech enhancement,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8e8a20e0-05e8-40c5-873c-fd1a8d623b45 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Speech enhancement using multi-stage self-attentive temporal con- volutional networks,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9763e7f1-3b09-4b78-9103-ae41fcdd6e6c · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Exploring tradeoffs in models for low- latency speech enhancement,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 711fd9cb-6472-47cd-9fdc-7186b91c9a8f · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Learning complex spectral mapping with gated convolutional recurrent networks for monaural speech enhancement,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 76b43c59-2f48-4fd9-89f6-11009e96820d · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Towards scaling up classification-based speech separation,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 00535f4f-afdd-490b-a9d6-23ea6cd30c33 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement On training targets for super- vised speech separation,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation df20fa0e-1a78-4780-a102-da3c8972d4cc · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Complex ratio masking for monaural speech separation,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 66b863ff-c708-4b40-926f-99ddcadbcb93 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Phase- sensitive and recognition-boosted speech separation using deep recurrent neural networks,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3a52465e-6f4f-46e9-b932-44fd3943622f · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Single-channel speech sep- aration with memory-enhanced recurrent neural networks,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d29d2a8-c4fe-4b28-9197-baf344f0e3bf · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Speech enhancement with lstm recurrent neural networks and its application to noise-robust asr,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a3af1ad3-3ae2-4317-a214-e7f01047202b · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Long short-term memory for speaker general- ization in supervised speech separation,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c78d27fd-428d-4f6e-ae25-64bf37037567 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21236fef-31c3-4702-bbf7-4dbf87998c22 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement DeepMMSE: A deep learning approach to mmse-based noise power spectral density estimation,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 35872b85-8845-456f-8c3e-286b1dc3de80 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Time-frequency attention for monaural speech enhancement,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 16b25cbd-e916-4952-b91c-47ace79432e7 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Deep attention gated dilated temporal convolutional networks with intra-parallel con- volutional modules for end-to-end monaural speech separation
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 28d01168-ee86-4841-8610-9d28754e64d1 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Conv-TasNet: Surpassing ideal time– frequency magnitude masking for speech separation,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a86f49a0-b2e0-443a-aeb6-d5e7d93d903d · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement A time-frequency attention module for neural speech enhancement,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eaddd70c-34ed-4ede-9600-4b91237b433b · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement SE-Conformer: Time-Domain Speech Enhance- ment Using Conformer,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8e2227f9-2265-4385-ad46-359e13b60cfb · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement DPT-FSNet: Dual-path transformer based full-band and sub-band fusion network for speech enhancement,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 62aa637f-5e77-4735-bce9-86c4b9fdbd1f · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Dual-branch attention-in-attention transformer for single-channel speech enhance- ment,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 33ec9449-2f43-40b1-b542-4d1414b5ae86 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Train short, test long: Attention with linear biases enables input length extrapolation,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7a9270f8-2d3e-49fb-a20b-c5bbfd1d4423 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement CAPE: Encoding relative positions with continuous augmented positional embeddings,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 62b3e884-45d8-4240-8614-ac293cda1be7 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Location attention for extrapolation to longer sequences,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af9c6bf3-3669-485c-ae7c-24fbcbc72cc1 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement The EOS decision and length extrapolation,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0b98f50e-3dd6-4448-bf67-d9c1421d7d7c · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement From local structures to size generalization in graph neural networks,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb46bc38-eec9-4695-ac88-b24797449da3 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27a17401-edd0-4fcc-8984-27caaa767633 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Efficient transformer-based speech enhancement using long frames and STFT magnitudes,
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6444503c-f4ec-487f-8fdb-11d59832fe31 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Attention is all you need in speech separation,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6c28de06-9b9b-46a0-aa5f-393d12d50afa · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Self- attentional acoustic models,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5eb4a1dd-c64b-455b-9315-711eaf910656 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Da-transformer: Distance-aware trans- former,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2e7ee850-8b19-448b-b94e-441e28e19113 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement RoFormer: Enhanced Transformer with Rotary Position Embedding
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b495fdb5-a0e9-4532-adc1-2df7caaf9000 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Librispeech: an asr corpus based on public domain audio books,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c0199d2a-3682-402b-8b8c-550f550c4a37 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement 100 nonspeech environmental sounds,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c48ef875-7b28-42e5-9fc1-7ae9920b35d8 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Description of the RSG-10 noise database,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bbefe631-5464-4a73-9bfe-7b2d016de431 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Smartphone-based real-time classification of noise signals using subband features and random forest classifier,
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94d9beb5-ad57-4335-a260-6974c20c1696 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Automatic switching between noise classi- fication and speech enhancement for hearing aid devices,
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2b89078e-0b1a-4a1c-b819-79930463ce41 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement A dataset and taxonomy for urban sound research,
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a6e8d33d-3b08-49ba-8183-3eb396632288 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement MUSAN: A Music, Speech, and Noise Corpus
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c452c2e-4231-4d64-836f-8cfc89ff8e12 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement The QUT- NOISE-TIMIT corpus for the evaluation of voice activity detection algorithms,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b1d64cd1-b48a-4a4a-b1f5-1a171e4211de · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Interactive Speech and Noise Modeling for Speech Enhancement
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dffb5959-e5fd-4c4e-aedf-fe0944746867 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement 862.2: Wideband extension to recommendation P. 862 for the assessment of wideband telephone networks and speech codecs. ITU-Telecommunication standardization sector, 2007
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f360c9a4-4f29-4831-8cc7-912c1d3efac3 · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement An algorithm for predicting the intelligibility of speech masked by modulated noise maskers,
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb558e16-5b4f-4c13-b19c-3ce0dcedb87b · outbound
Exploring Length Generalization For Transformer-based Speech Enhancement Evaluation of objective quality measures for speech enhancement,
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.