Paper Citation Record · LEDGER

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla

As of 7 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 2 inbound Pith citation observations for arXiv:2507.01931.

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

pith.paper-citation-record.v1
2507.01931 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:45:39.749843Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:03:12.107390Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T18:30:01.425102Z

Reference resolution

21 of 21 outbound references displayed

verified exact2
verified fuzzy12
unresolved6
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c83ea2da-cdd2-4e10-b365-daa65cd75f37 · outbound

This paper cites A comparison of sequence-to-sequence models for speech recognition.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla A comparison of sequence-to-sequence models for speech recognition

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:39.908761Z

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 6a2d5dce-026e-4b13-bc87-171011154d15 · outbound

This paper cites Transformers: State- of-the-art natural language processing,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla Transformers: State- of-the-art natural language processing,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:39.901347Z

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 627bec8e-5485-4205-a636-386202464ab8 · outbound

This paper cites A survey on contrastive self-supervised learning,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla A survey on contrastive self-supervised learning,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:39.697945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2647bede-74af-4cda-a2d6-fe5da5ba037e · outbound

This paper cites Bangla speech recognition system using lpc and ann,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla Bangla speech recognition system using lpc and ann,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:39.890606Z

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 dca13932-4ce9-42a5-a7cd-bfe7d2d54a11 · outbound

This paper cites Bangladeshi bangla speech corpus for automatic speech recognition research,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla Bangladeshi bangla speech corpus for automatic speech recognition research,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:39.883579Z

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 3d08d9f5-6199-450d-aeb3-7302cf1c77e7 · outbound

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

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla w2v-bert: Combining contrastive learning and masked language modeling for self-supervised speech pre-training,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:39.875728Z

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 ab315b37-3c58-4c51-a833-c2430e3bb56d · outbound

This paper cites Evaluating openai’s whisper asr: Performance analysis across diverse accents and speaker traits,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla Evaluating openai’s whisper asr: Performance analysis across diverse accents and speaker traits,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:39.866775Z

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 b03d16ef-870c-4898-b9f7-2c63df82ecbf · outbound

This paper cites Common voice: A massively-multilingual speech corpus,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla Common voice: A massively-multilingual speech corpus,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:39.710905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cadfbe4-f7f3-4e49-850b-0da3abeb0dc6 · outbound

This paper cites Crowd-Sourced Speech Corpora for Javanese, Sundanese, Sinhala, Nepali, and Bangladeshi Bengali,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla Crowd-Sourced Speech Corpora for Javanese, Sundanese, Sinhala, Nepali, and Bangladeshi Bengali,

Reference 9

Resolution: verified exact; doi, observed 2026-08-06T20:45:39.783479Z

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 f931c13f-663d-4954-9248-15197473207d · outbound

This paper cites A Step-by-Step Process for Building TTS V oices Using Open Source Data and Framework for Bangla, Javanese, Khmer, Nepali, Sinhala, and Sundanese,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla A Step-by-Step Process for Building TTS V oices Using Open Source Data and Framework for Bangla, Javanese, Khmer, Nepali, Sinhala, and Sundanese,

Reference 10

Resolution: verified exact; doi, observed 2026-08-06T20:45:39.775592Z

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 096f34c1-bf5a-40e9-bb55-b3af93468ca2 · outbound

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

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:39.854162Z

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 9bfbe91c-05f6-4f08-a872-34bd9849179d · outbound

This paper cites The cnn: The architecture behind artificial intelligence develop- ment,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla The cnn: The architecture behind artificial intelligence develop- ment,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:39.846347Z

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 0c6dd336-e347-440b-9c91-533b78d97e2b · outbound

This paper cites A wav2vec2-based experimental study on self-supervised learning methods to improve child speech recognition,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla A wav2vec2-based experimental study on self-supervised learning methods to improve child speech recognition,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:39.838437Z

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 7ecede00-13b8-4324-8945-dce2a55e8b86 · outbound

This paper cites Modular domain adaptation for conformer-based streaming asr,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla Modular domain adaptation for conformer-based streaming asr,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:39.830130Z

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 d9ed9fd2-2301-4e5a-b691-277ec47f3c9f · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:39.735104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e45650e-c40c-4334-b89a-b23c26ee1814 · outbound

This paper cites Kazakh speech recognition: Wav2vec2. 0 vs. whisper,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla Kazakh speech recognition: Wav2vec2. 0 vs. whisper,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:39.820782Z

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 eb8410f3-ebf4-48a8-935b-b5172942e000 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla Robust Speech Recognition via Large-Scale Weak Supervision

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:39.740292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166244c0-4e49-4de9-97f0-df765f7251eb · outbound

This paper cites Model Adaptation for ASR in low-resource Indian Languages.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla Model Adaptation for ASR in low-resource Indian Languages

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:39.742858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7a12a61-1103-4155-899a-67f0f78dab1c · outbound

This paper cites Whisper-at: Noise- robust automatic speech recognizers are also strong general audio event taggers,.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla Whisper-at: Noise- robust automatic speech recognizers are also strong general audio event taggers,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:39.812646Z

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 7089244b-1730-41e4-8e23-a377841663df · outbound

This paper cites wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:39.723023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b1fbccc-a9bd-430c-b827-083ededcec63 · outbound

This paper cites Available: http://dx.doi.org/10.21437/Interspeech.2023- 2193.

Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla Available: http://dx.doi.org/10.21437/Interspeech.2023- 2193

Reference 2023

Resolution: malformed identifier; no resolver link, observed 2026-08-06T20:45:39.749843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1b0de384-eff4-49e2-82ad-5cbf193e9c2f · inbound

A Unified Denoising and Adaptation Framework for Self-Supervised Bengali Dialectal ASR cites this paper.

A Unified Denoising and Adaptation Framework for Self-Supervised Bengali Dialectal ASR Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T13:03:12.107390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32c240d1-d391-43b6-9c51-5995af0aa456 · inbound

When Surveys Become Conversations: Adaptive Matrix Validation for AI-Assisted Interviews cites this paper.

When Surveys Become Conversations: Adaptive Matrix Validation for AI-Assisted Interviews Adaptability of ASR Models on Low-Resource Language: A Comparative Study of Whisper and Wav2Vec-BERT on Bangla

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-04T18:30:01.426736Z

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.