Paper Citation Record · LEDGER

Optimized Self-supervised Training with BEST-RQ for Speech Recognition

As of 16 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2501.16131.

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

pith.paper-citation-record.v1
2501.16131 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:47:17.319518Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy12
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a96fabe4-bc40-43d8-9635-47cb881872ad · outbound

This paper cites Dimensionality reduction by learning an invariant mapping,.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition Dimensionality reduction by learning an invariant mapping,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:47:17.603753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aff1bf93-d8ed-4166-871d-c23091c0d72a · outbound

This paper cites BERT: Pre- training of deep bidirectional transformers for language understanding,.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition BERT: Pre- training of deep bidirectional transformers for language understanding,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:47:17.586921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d789b403-8e51-4569-943e-ce6f0987d45d · outbound

This paper cites wav2vec 2.0: a framework for self-supervised learning of speech representations,.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition wav2vec 2.0: a framework for self-supervised learning of speech representations,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:47:17.570600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 725ebc9e-3e5d-46e7-97b4-1e3ff03a5a1f · outbound

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

Optimized Self-supervised Training with BEST-RQ for Speech Recognition Hubert: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:47:17.553824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 85051f18-8a61-470f-99b9-b8b9af738568 · outbound

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

Optimized Self-supervised Training with BEST-RQ for Speech Recognition Wavlm: Large-scale self-supervised pre- training for full stack speech processing,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T13:47:17.265186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60a3f2e3-d435-4d38-9d9e-a1da5fe54704 · outbound

This paper cites w2v-bert: Combining contrastive learning and masked language modeling for self-supervised speech pre-training,.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition w2v-bert: Combining contrastive learning and masked language modeling for self-supervised speech pre-training,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:47:17.526007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 97264ef8-6afa-4330-865e-c6b785768671 · outbound

This paper cites Self-supervised learning with random-projection quantizer for speech recognition,.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition Self-supervised learning with random-projection quantizer for speech recognition,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:47:17.509306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0ad1cff6-a138-4fcb-88c5-b416468683e7 · outbound

This paper cites Accented speech recognition with accent-specific codebooks,.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition Accented speech recognition with accent-specific codebooks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:47:17.491993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3e719735-0d6e-485e-b694-54f129509594 · outbound

This paper cites Conformer: Convolution- augmented transformer for speech recognition,.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition Conformer: Convolution- augmented transformer for speech recognition,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:47:17.473170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5f973d7c-9d6b-406d-b372-1ed5cbc720f6 · outbound

This paper cites Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T13:47:17.290335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e98a78f-249c-413a-800e-98f62d2a6e4c · outbound

This paper cites Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences,.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:47:17.455374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 521f2622-3fb5-4a68-b9e1-21d54b2c21e4 · outbound

This paper cites Music type classification by spectral contrast feature,.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition Music type classification by spectral contrast feature,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:47:17.438158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 77dc82c6-5b12-4629-a2ac-e051cacc9bcc · outbound

This paper cites Open imple- mentation and study of best-rq for speech processing,.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition Open imple- mentation and study of best-rq for speech processing,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:47:17.421102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a5002357-695d-46a3-b381-d84be581b932 · outbound

This paper cites SpeechBrain: A General-Purpose Speech Toolkit.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition SpeechBrain: A General-Purpose Speech Toolkit

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T13:47:17.309498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0119ed0-8355-4fca-9a92-4cc59d0ee36b · outbound

This paper cites Open-source conversational ai with speechbrain 1.0,.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition Open-source conversational ai with speechbrain 1.0,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:47:17.403654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 59e97340-7e2e-4222-97d9-8a31ca8cd48a · outbound

This paper cites Librispeech: an asr corpus based on public domain audio books,.

Optimized Self-supervised Training with BEST-RQ for Speech Recognition Librispeech: an asr corpus based on public domain audio books,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T13:47:17.319518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.