Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:41:25.045627Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2507.12825.
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 2026-08-06T16:41:25.045627Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T20:45:11.099531Z
A source-named dated measurement, never combined with another source.
Source: cited_works
60 of 60 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3df6dd21-9582-46bf-91f6-9737edb1dd06 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens MetricGAN-U: Unsupervised speech enhancement / dereverberation based only on noisy / reverberated speech,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ee931f9a-7cf5-40a5-aae5-9fafa6a6534b · outbound
Autoregressive Speech Enhancement via Acoustic Tokens MetricGAN: Generative adversarial networks based black-box metric scores optimization for speech enhancement,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 005efad6-f48e-4d49-9b48-891d41d0a537 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens MetricGAN+: An improved version of MetricGAN for speech enhancement,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 60630760-ea59-47eb-9775-ffe6c04d6464 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Reinforcement learning based speech enhancement for robust speech recognition,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7db48736-4f7e-4eb3-a339-8ae2c857983a · outbound
Autoregressive Speech Enhancement via Acoustic Tokens MetaRL-SE: a few-shot speech enhancement method based on meta-reinforcement learning,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4a0c77a7-5317-4dba-a4b9-4d7921ce76c8 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Perceptual evaluation of speech quality (PESQ)-a new method for speech quality assessment of telephone networks and codecs,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1ea95bef-9ff6-4e26-8b0f-5a5f0968521e · outbound
Autoregressive Speech Enhancement via Acoustic Tokens An algorithm for intelligibility prediction of time–frequency weighted noisy speech,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 813ca669-e79a-4edc-97a6-2eb96bcc5fda · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Conv-TasNet: Surpassing ideal time–frequency magnitude masking for speech separation,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9b536600-b151-42c1-a9b7-737dea7d705a · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Attention is all you need in speech separation,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fd7b1bf2-56d2-4d9a-a123-c6c596f8e5e7 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Real time speech enhancement in the waveform domain,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6489b662-1f5b-419b-9a0a-55a0e55e6e5a · outbound
Autoregressive Speech Enhancement via Acoustic Tokens DNN-based enhancement of noisy and reverberant speech,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1beafc15-0309-417f-b6da-3ad0d9dc3d3b · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Phasen: A phase-and-harmonics-aware speech enhancement network,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2f12fc1a-ab0c-4be1-bf41-f9e334877e9d · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Inter-SubNet: Speech enhancement with subband interaction,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 088a276e-0244-4d8d-a220-8b91476d8729 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Speech enhancement with score- based generative models in the complex STFT domain,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5e1b7c46-5668-4312-9626-8d58d571b29d · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Speech enhancement and dereverberation with diffusion-based generative models,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8613889f-de51-4e65-9069-7964de0f0b66 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Gemini: A Family of Highly Capable Multimodal Models
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1653c9ff-4f6d-4f06-9496-192d1dbb9766 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens AudioLM: A language modeling approach to audio generation,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 74a3577c-1780-4876-b29a-82e23297da18 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6671abdb-b415-4c7b-bd0b-a128cb41d808 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens AudioGen: Textually guided audio generation,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d9e1c638-9978-44cd-a597-733794d16616 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Simple and controllable music generation,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6938a232-7650-4d7a-ada5-1fe8f8a563f0 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens SpeechGPT: Empowering large language models with intrinsic cross-modal conversational abilities,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 58acb5af-7763-4fe8-8b7d-e28357526c51 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Spirit LM: Interleaved Spoken and Written Language Model
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b40a5bc-c4cd-4454-a726-dccb894137ab · outbound
Autoregressive Speech Enhancement via Acoustic Tokens NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30664f26-4e77-4c0e-ad97-2d57f991eedc · outbound
Autoregressive Speech Enhancement via Acoustic Tokens CLam-TTS: Improving neural codec language model for zero-shot text-to-speech,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 142d4ed3-afa1-4be5-afaa-cd65ff7d8a71 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens wav2vec 2.0: A framework for self-supervised learning of speech representations,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f6407d33-1e40-4609-8f85-a7910f2b5d29 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 04558e90-fab5-4888-abe5-73419709325b · outbound
Autoregressive Speech Enhancement via Acoustic Tokens WavLM: Large-scale self-supervised pre-training for full stack speech processing,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d3310284-c3fd-4705-a638-f3d2805089ba · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Exploring speech recognition, translation, and under- standing with discrete speech units: A comparative study,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0efe4163-83cf-4165-bc53-079781c11db9 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Towards universal speech discrete tokens: A case study for ASR and TTS,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ac1b52f1-1ba6-4305-a834-3d58ea481eda · outbound
Autoregressive Speech Enhancement via Acoustic Tokens High fidelity neural audio compression,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 648f0fb9-bcf4-496d-a021-a8bf03a59e6e · outbound
Autoregressive Speech Enhancement via Acoustic Tokens High- fidelity audio compression with improved RVQGAN,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7fde69f3-fc30-4f7c-953f-f07cc1853b7e · outbound
Autoregressive Speech Enhancement via Acoustic Tokens FunCodec: A Fundamental, Reproducible and Integrable Open-source Toolkit for Neural Speech Codec
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c46c1d72-99e2-425d-b195-235d3ac823e7 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6287e80-8a80-45e9-a36a-58b36e9745e7 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Language-Codec: Bridging Discrete Codec Representations and Speech Language Models
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98e1b8e5-0b0f-4ef6-9b04-5cb955d3283e · outbound
Autoregressive Speech Enhancement via Acoustic Tokens WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5088cbb3-8115-47fa-81c7-5b20b0b4bde4 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Neural discrete representation learning,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 32b045db-4410-4c02-885d-2dceb1137dbf · outbound
Autoregressive Speech Enhancement via Acoustic Tokens SoundStream: An end-to-end neural audio codec,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0c837355-3f63-45e6-b395-7b1c9bb237a2 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens A comparison of discrete and soft speech units for improved voice conversion,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7df2ad59-42a6-45e9-9d04-283b68429eb7 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens SpeechTokenizer: Unified speech tokenizer for speech large language models,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2c8dbc01-1263-41de-a261-203542644dbe · outbound
Autoregressive Speech Enhancement via Acoustic Tokens SemantiCodec: An Ultra Low Bitrate Semantic Audio Codec for General Sound
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b179fc50-6f9e-4b7e-8524-9e973e431d4e · outbound
Autoregressive Speech Enhancement via Acoustic Tokens SELM: Speech enhancement using discrete tokens and language models,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 93279da3-1f33-439e-bd5f-b487e7530aef · outbound
Autoregressive Speech Enhancement via Acoustic Tokens How should we extract discrete audio tokens from self-supervised models?
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c3973daa-5f47-466c-8a08-417f7c839954 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens DASB - Discrete Audio and Speech Benchmark
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d6d836e-7b72-45b4-b9f3-74c4a0ef9553 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Sequence transduction with recurrent neural networks,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b93cfe80-addc-44da-a5b2-a5873cf1277f · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Exposure bias versus self- recovery: Are distortions really incremental for autoregressive text generation?
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation aca6d0c1-f1dc-4216-b1ba-07e213de2718 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Attention is all you need,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a7884187-b14d-4804-bf43-66b8232a332c · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Investi- gating RNN-based speech enhancement methods for noise-robust text-to- speech,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 203a6940-1875-4995-8852-f38d58673943 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens LibriMix: An Open-Source Dataset for Generalizable Speech Separation
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 299f3b0b-663c-4dff-85fb-05c235bb2da1 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Librispeech: An ASR corpus based on public domain audio books,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9e1eed3b-10b3-4688-8958-3a9591133d2c · outbound
Autoregressive Speech Enhancement via Acoustic Tokens WHAM!: Extending speech separation to noisy environments,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5b2c4a59-bc6d-40f7-8ffb-889dc66184bc · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87fa2057-4541-4db6-b3fd-b883b847fb1b · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Conformer: Convolution-augmented transformer for speech recognition,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7e90ddab-b579-488a-ad0d-45d1b734b7aa · outbound
Autoregressive Speech Enhancement via Acoustic Tokens HiFi-GAN: generative adversarial networks for efficient and high fidelity speech synthesis,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ed1acbb9-c6b4-4e15-bc91-36390d02c712 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens SDR–half-baked or well done?
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fe0fb2b9-cd79-4037-a7af-6da541f5cfeb · outbound
Autoregressive Speech Enhancement via Acoustic Tokens DNSMOS P.835: A non-intrusive perceptual objective speech quality metric to evaluate noise suppressors,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e1429f09-8f54-45c4-a2ce-c34d2ddece51 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Sequential multi-frame neural beamforming for speech separation and enhancement,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 42d7cc22-0da8-414d-a31f-95b64b67886d · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Robust Speech Recognition via Large-Scale Weak Supervision
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90afd037-2529-483c-901a-2a3dbe73b7c4 · outbound
Autoregressive Speech Enhancement via Acoustic Tokens SpeechBrain: A General-Purpose Speech Toolkit
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d73f1af6-a726-4f01-86c1-b4ed3f9564ad · outbound
Autoregressive Speech Enhancement via Acoustic Tokens Open-Source Conversational AI with SpeechBrain 1.0
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8f5479f-9a8e-4cdd-b413-54133d9853df · outbound
Autoregressive Speech Enhancement via Acoustic Tokens TokenSplit: Using discrete speech representations for direct, refined, and transcript-conditioned speech separation and recognition,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 99f1c4fc-b32d-42bc-8a36-6960e5ecc296 · inbound
Absorbing Discrete Diffusion for Speech Enhancement Autoregressive Speech Enhancement via Acoustic Tokens
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.