Paper Citation Record · LEDGER

PAST: Phonetic-Acoustic Speech Tokenizer

As of 10 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 2 inbound Pith citation observations for arXiv:2505.14470.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.14470 v2

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:36:46.248344Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:36:41.638006Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T12:48:12.260808Z

Reference resolution

48 of 48 outbound references displayed

verified exact0
verified fuzzy22
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d1d0618-b4ee-44a9-8e73-da79dbbe5c50 · outbound

This paper cites These models usually operate over acoustic tokens or phonetic speech tokens (also known as semantic tokens).

PAST: Phonetic-Acoustic Speech Tokenizer These models usually operate over acoustic tokens or phonetic speech tokens (also known as semantic tokens)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:52.440433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 24be95c4-b49a-460b-b670-fa9d1c2ba676 · outbound

This paper cites an unresolved cited work.

PAST: Phonetic-Acoustic Speech Tokenizer Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:36:52.213664Z

Source-reported events for the cited work

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Observation 8e225647-b7d9-4597-9a81-c995d783fc67 · outbound

This paper cites an unresolved cited work.

PAST: Phonetic-Acoustic Speech Tokenizer Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:36:51.919616Z

Source-reported events for the cited work

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Observation 2073e341-ac4e-420d-a8c5-69758a47bf76 · outbound

This paper cites an unresolved cited work.

PAST: Phonetic-Acoustic Speech Tokenizer Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:36:51.608579Z

Source-reported events for the cited work

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Observation 3bd6c800-6965-417d-a7ae-ccea8cbdb256 · outbound

This paper cites an unresolved cited work.

PAST: Phonetic-Acoustic Speech Tokenizer Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:36:51.301505Z

Source-reported events for the cited work

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Observation fd002efa-0613-4dbf-80fe-94327ad589b8 · outbound

This paper cites PAST: Phonetic-Acoustic Speech Tokenizer.

PAST: Phonetic-Acoustic Speech Tokenizer PAST: Phonetic-Acoustic Speech Tokenizer

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:41.638006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a9ed943-e7c3-4768-ad3c-9a6b1bb4955c · outbound

This paper cites Problem Setup Our model is composed of three main components: Encoder, Quantizer, and Decoder.

PAST: Phonetic-Acoustic Speech Tokenizer Problem Setup Our model is composed of three main components: Encoder, Quantizer, and Decoder

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:51.009788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 51300dc2-8046-4718-b918-da187b26b91a · outbound

This paper cites Soundstream: An end-to-end neural audio codec,.

PAST: Phonetic-Acoustic Speech Tokenizer Soundstream: An end-to-end neural audio codec,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:43.064970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92fd0231-a65c-4b49-8483-1dddd9a223bd · outbound

This paper cites Data We use all training subsets of LibriSpeech [29] and TIMIT [30] for our training set, yielding a total of965hours of raw audio.

PAST: Phonetic-Acoustic Speech Tokenizer Data We use all training subsets of LibriSpeech [29] and TIMIT [30] for our training set, yielding a total of965hours of raw audio

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:50.579406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a4d1ca86-875f-44c2-b182-6aeb909450aa · outbound

This paper cites Baseline Comparison We compare PAST with two baseline hybrid models, Speech- Tokenizer and X-Codec, on both reconstruction and phonetic information metrics.

PAST: Phonetic-Acoustic Speech Tokenizer Baseline Comparison We compare PAST with two baseline hybrid models, Speech- Tokenizer and X-Codec, on both reconstruction and phonetic information metrics

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:50.396232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6e8e1277-a058-4f74-b933-60c5cf533c7b · outbound

This paper cites an unresolved cited work.

PAST: Phonetic-Acoustic Speech Tokenizer Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:36:50.215266Z

Source-reported events for the cited work

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Observation c69020ab-9cb6-4e28-ae47-4ad8073d2623 · outbound

This paper cites Generative spoken language model based on continuous word-sized audio tokens,.

PAST: Phonetic-Acoustic Speech Tokenizer Generative spoken language model based on continuous word-sized audio tokens,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:50.067667Z

Source-reported events for the cited work

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Observation 91225a23-a38d-4679-a578-fe8950aea761 · outbound

This paper cites Textless acoustic model with self-supervised distillation for noise-robust expressive speech-to-speech transla- tion,.

PAST: Phonetic-Acoustic Speech Tokenizer Textless acoustic model with self-supervised distillation for noise-robust expressive speech-to-speech transla- tion,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:49.907843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b67d8cf-cf05-4e28-820a-7ef18474dfc2 · outbound

This paper cites Audiolm: a language modeling approach to au- dio generation,.

PAST: Phonetic-Acoustic Speech Tokenizer Audiolm: a language modeling approach to au- dio generation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:49.760241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c14e6a54-8a6b-4e38-ac5d-5e1881a85c0b · outbound

This paper cites Text-free prosody-aware generative spoken language modeling,.

PAST: Phonetic-Acoustic Speech Tokenizer Text-free prosody-aware generative spoken language modeling,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:49.588890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9ae9b94b-4759-4cd1-bf42-0a0da3dece75 · outbound

This paper cites On generative spoken language modeling from raw audio,.

PAST: Phonetic-Acoustic Speech Tokenizer On generative spoken language modeling from raw audio,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:49.409764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c37f05e4-a93e-4275-bdd8-d56991b118f6 · outbound

This paper cites Textually pretrained speech language mod- els,.

PAST: Phonetic-Acoustic Speech Tokenizer Textually pretrained speech language mod- els,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:49.263010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 093fc44b-671b-450c-b501-926022514b33 · outbound

This paper cites High Fidelity Neural Audio Compression.

PAST: Phonetic-Acoustic Speech Tokenizer High Fidelity Neural Audio Compression

Reference 18

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Source-reported events for the cited work

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Observation 9ad809f5-5aec-45ed-9b29-cc3bc56237f8 · outbound

This paper cites Pyramidcodec: Hierarchical codec for long-form music generation in audio domain,.

PAST: Phonetic-Acoustic Speech Tokenizer Pyramidcodec: Hierarchical codec for long-form music generation in audio domain,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:48.210900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 41a88ea8-e634-44c9-a273-a8d22177ed8b · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,.

PAST: Phonetic-Acoustic Speech Tokenizer wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:43.217290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6552382-832e-4c72-bdb3-c74f93108585 · outbound

This paper cites Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units,.

PAST: Phonetic-Acoustic Speech Tokenizer Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:43.335300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4541b15-f6fc-48f2-a527-dd324dc16ca4 · outbound

This paper cites Analysing discrete self supervised speech representation for spoken language modeling,.

PAST: Phonetic-Acoustic Speech Tokenizer Analysing discrete self supervised speech representation for spoken language modeling,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:49.132860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fce9e7a6-b01d-4b23-badc-691f7bf72840 · outbound

This paper cites Hifi-gan: Generative adversarial net- works for efficient and high fidelity speech synthesis,.

PAST: Phonetic-Acoustic Speech Tokenizer Hifi-gan: Generative adversarial net- works for efficient and high fidelity speech synthesis,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:43.497780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ea204e1-eb42-41a0-a676-61cebaea42d3 · outbound

This paper cites Speechtok- enizer: Unified speech tokenizer for speech language models,.

PAST: Phonetic-Acoustic Speech Tokenizer Speechtok- enizer: Unified speech tokenizer for speech language models,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:43.576586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65286334-7429-4af7-a48b-ad9146096970 · outbound

This paper cites Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model.

PAST: Phonetic-Acoustic Speech Tokenizer Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:43.700479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbf55102-cca8-4a26-b575-518bf7a68b9d · outbound

This paper cites Moshi: a speech-text foundation model for real-time dialogue,.

PAST: Phonetic-Acoustic Speech Tokenizer Moshi: a speech-text foundation model for real-time dialogue,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:48.972558Z

Source-reported events for the cited work

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Observation 356517eb-c842-450f-85a4-0c0e666dcdab · outbound

This paper cites Wavlm: Large-scale self-supervised pre-training for full stack speech processing,.

PAST: Phonetic-Acoustic Speech Tokenizer Wavlm: Large-scale self-supervised pre-training for full stack speech processing,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:48.715687Z

Source-reported events for the cited work

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Observation 467667de-8c01-4e10-ac1f-b910263e95df · outbound

This paper cites an unresolved cited work.

PAST: Phonetic-Acoustic Speech Tokenizer Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:36:50.782575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ae2a569d-ba4b-42a9-a956-bcf254094187 · outbound

This paper cites HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec.

PAST: Phonetic-Acoustic Speech Tokenizer HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:44.119792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7c73625-ae79-45d1-9199-36b2bc83944a · outbound

This paper cites High fidelity neural audio compression,.

PAST: Phonetic-Acoustic Speech Tokenizer High fidelity neural audio compression,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:48.445553Z

Source-reported events for the cited work

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Observation 722f6378-a58a-4deb-81f4-32f4f5f10418 · outbound

This paper cites Audiodec: An open-source streaming high- fidelity neural audio codec,.

PAST: Phonetic-Acoustic Speech Tokenizer Audiodec: An open-source streaming high- fidelity neural audio codec,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:47.971760Z

Source-reported events for the cited work

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Observation 3945ee03-0863-472a-9fb8-29c097240400 · outbound

This paper cites Funcodec: A funda- mental, reproducible and integrable open-source toolkit for neural speech codec,.

PAST: Phonetic-Acoustic Speech Tokenizer Funcodec: A funda- mental, reproducible and integrable open-source toolkit for neural speech codec,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:44.656266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e8865d9-12f2-4ef8-872f-9f91f8d12791 · outbound

This paper cites Wavtokenizer: an efficient acoustic discrete codec tokenizer for audio language modeling,.

PAST: Phonetic-Acoustic Speech Tokenizer Wavtokenizer: an efficient acoustic discrete codec tokenizer for audio language modeling,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:47.689975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 35126764-2f60-4e9d-8e58-84d1b7e60eeb · outbound

This paper cites Scaling Speech-Text Pre-training with Synthetic Interleaved Data.

PAST: Phonetic-Acoustic Speech Tokenizer Scaling Speech-Text Pre-training with Synthetic Interleaved Data

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:44.886879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a62e195-0f55-469f-a96c-04642d3a81fe · outbound

This paper cites Robust speech recognition via large-scale weak supervision,.

PAST: Phonetic-Acoustic Speech Tokenizer Robust speech recognition via large-scale weak supervision,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:44.992730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b62e96f-ebfd-4928-8e66-23090e9c5428 · outbound

This paper cites LAST: Language Model Aware Speech Tokenization.

PAST: Phonetic-Acoustic Speech Tokenizer LAST: Language Model Aware Speech Tokenization

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:45.112795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f90e1a3-4ff1-4f91-9f46-27076370343f · outbound

This paper cites NAST: Noise Aware Speech Tokenization for Speech Language Models.

PAST: Phonetic-Acoustic Speech Tokenizer NAST: Noise Aware Speech Tokenization for Speech Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:45.240767Z

Source-reported events for the cited work

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Observation 9620259b-327c-4042-8f3c-652536fdf4b1 · outbound

This paper cites A systematic compar- ison of phonetic aware techniques for speech enhancement,.

PAST: Phonetic-Acoustic Speech Tokenizer A systematic compar- ison of phonetic aware techniques for speech enhancement,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:47.409472Z

Source-reported events for the cited work

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Observation cc04afe2-3599-4af3-8073-c2bfb689ab90 · outbound

This paper cites Con- nectionist temporal classification: labelling unsegmented se- quence data with recurrent neural networks,.

PAST: Phonetic-Acoustic Speech Tokenizer Con- nectionist temporal classification: labelling unsegmented se- quence data with recurrent neural networks,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:45.445023Z

Source-reported events for the cited work

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Observation ef3f6159-93f0-405c-8250-5d7ade4b97f2 · outbound

This paper cites Lib- rispeech: An asr corpus based on public domain audio books,.

PAST: Phonetic-Acoustic Speech Tokenizer Lib- rispeech: An asr corpus based on public domain audio books,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:45.562599Z

Source-reported events for the cited work

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Observation 839a24ed-933d-4929-8277-66023614f503 · outbound

This paper cites Timit acoustic-phonetic continuous speech corpus,.

PAST: Phonetic-Acoustic Speech Tokenizer Timit acoustic-phonetic continuous speech corpus,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:47.162559Z

Source-reported events for the cited work

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Observation 154029ea-b6bf-4d81-9854-c7ae7695950e · outbound

This paper cites Visqol v3: An open source production ready objec- tive speech and audio metric,.

PAST: Phonetic-Acoustic Speech Tokenizer Visqol v3: An open source production ready objec- tive speech and audio metric,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:45.725481Z

Source-reported events for the cited work

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Observation bb65a8c7-94e0-44ae-9425-442ed6a4016d · outbound

This paper cites Perceptual eval- uation of speech quality (pesq)-a new method for speech quality assessment of telephone networks and codecs,.

PAST: Phonetic-Acoustic Speech Tokenizer Perceptual eval- uation of speech quality (pesq)-a new method for speech quality assessment of telephone networks and codecs,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:45.788652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01192191-8782-4dca-8efc-a5b90cce4364 · outbound

This paper cites Evaluating speech features with the minimal- pair abx task: analysis of the classical mfc/plp pipeline,.

PAST: Phonetic-Acoustic Speech Tokenizer Evaluating speech features with the minimal- pair abx task: analysis of the classical mfc/plp pipeline,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:46.884652Z

Source-reported events for the cited work

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Observation 1be950b0-83c3-403c-b17f-6ace2183e66e · outbound

This paper cites DASB - Discrete Audio and Speech Benchmark.

PAST: Phonetic-Acoustic Speech Tokenizer DASB - Discrete Audio and Speech Benchmark

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:45.931571Z

Source-reported events for the cited work

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Observation 7a95b9ff-de8a-497d-8d58-def212839c4e · outbound

This paper cites AudioGen: Textually Guided Audio Generation.

PAST: Phonetic-Acoustic Speech Tokenizer AudioGen: Textually Guided Audio Generation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:46.052253Z

Source-reported events for the cited work

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Observation 1909cf34-ad72-475b-b8b3-427cf0d212b2 · outbound

This paper cites Simple and controllable music gen- eration,.

PAST: Phonetic-Acoustic Speech Tokenizer Simple and controllable music gen- eration,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:46.626989Z

Source-reported events for the cited work

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Observation f5e42fd6-873a-4829-94b9-d8e497fbe07f · outbound

This paper cites The zero resource speech benchmark 2021: Metrics and baselines for unsupervised spoken language model- ing,.

PAST: Phonetic-Acoustic Speech Tokenizer The zero resource speech benchmark 2021: Metrics and baselines for unsupervised spoken language model- ing,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:36:46.529710Z

Source-reported events for the cited work

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Pith citing papers

Observation fd002efa-0613-4dbf-80fe-94327ad589b8 · inbound