Paper Citation Record · LEDGER

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages

As of 15 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2501.00425.

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

pith.paper-citation-record.v1
2501.00425 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:54:41.302863Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:43:47.005650Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T18:43:47.187288Z

Reference resolution

28 of 28 outbound references displayed

verified exact3
verified fuzzy15
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e6da0fc7-e8bc-4218-b044-0f42865e781b · outbound

This paper cites Dialect-specific models for automatic speech recognition of african american vernacular english.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Dialect-specific models for automatic speech recognition of african american vernacular english

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.996947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation da3a0dc6-e8d9-4b03-87cc-c95c3f89a564 · outbound

This paper cites Data augmentation based unsupervised pre-training for low-resource speech recognition.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Data augmentation based unsupervised pre-training for low-resource speech recognition

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.949685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9e267dd8-9ecf-40e4-baf8-1b753f01691a · outbound

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

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages wav2vec 2.0: A framework for self-supervised learning of speech representations

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.918606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0dceeb26-7b48-4090-bb1d-4a9ba842f279 · outbound

This paper cites Applying wav2vec2 for Speech Recognition on Bengali Common Voices Dataset.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Applying wav2vec2 for Speech Recognition on Bengali Common Voices Dataset

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:54:41.497010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e259409a-53b1-4a27-b493-d5185e89d97c · outbound

This paper cites Hubert: How much can a bad teacher benefit asr pre-training? In ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 6533–6537.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Hubert: How much can a bad teacher benefit asr pre-training? In ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 6533–6537

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.888231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation da638638-8257-41e3-b364-a3b80a2ae026 · outbound

This paper cites Unsupervised methods for speaker diarization: An integrated and iterative approach.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Unsupervised methods for speaker diarization: An integrated and iterative approach

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.872830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b7a0e015-f6c5-403d-80d9-05a17b610c3c · outbound

This paper cites Speaker-dependent live quranic verses recitation recognition system using sphinx-4 framework.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Speaker-dependent live quranic verses recitation recognition system using sphinx-4 framework

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.841401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 479b46e5-f504-44f3-ba89-b3db4e829920 · outbound

This paper cites A Speech Representation Anonymization Framework via Selective Noise Perturbation.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages A Speech Representation Anonymization Framework via Selective Noise Perturbation

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:54:41.412413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6edc091d-4c06-4325-aef1-c506d177465e · outbound

This paper cites FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:41.267748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa485003-a78d-4b0c-920b-5c604ec2c12c · outbound

This paper cites Common Voice: A Massively-Multilingual Speech Corpus.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Common Voice: A Massively-Multilingual Speech Corpus

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:41.272845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f52638-b88b-4942-aef7-228e37c6be5d · outbound

This paper cites V oice-based gender recognition using neural network.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages V oice-based gender recognition using neural network

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.825162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4ca325f8-e22b-48e6-90fb-f7be6d614807 · outbound

This paper cites Data augmentation for low resource languages.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Data augmentation for low resource languages

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.809860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a5a9f3e9-e2ba-4b10-916f-c481d48e896f · outbound

This paper cites Synthetic data augmen- tation for improving low-resource asr.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Synthetic data augmen- tation for improving low-resource asr

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.792948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 092ce753-2ff7-464e-a030-4266d7621472 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Gaussian Error Linear Units (GELUs)

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:41.292201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23e9ac2a-142f-41db-98fd-9067014b6e72 · outbound

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

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:41.297251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af88de90-3386-4198-a08c-fe8fa0a474ae · outbound

This paper cites Investigating transformer encoders and fusion strategies for speech emotion recognition in emergency call center conversations.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Investigating transformer encoders and fusion strategies for speech emotion recognition in emergency call center conversations

Reference 1996

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.903308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 41cd191d-f9de-4772-9b23-d5e60dd34773 · outbound

This paper cites Towards fast and accurate streaming end-to-end asr.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Towards fast and accurate streaming end-to-end asr

Reference 2004

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.857834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d0f42430-e63a-496f-b811-6f3078c51e7f · outbound

This paper cites O’Shea, Johnathan Corgan, and T.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages O’Shea, Johnathan Corgan, and T

Reference 2013

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.934083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bf1d231d-dcab-4b57-b14a-24a7fd16adaf · outbound

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

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Robust Speech Recognition via Large-Scale Weak Supervision

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:41.257036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f13f8e-7509-4889-9594-fcd79b1314d4 · outbound

This paper cites Thanh Toan Nguyen, Minh Tam Pham, Thanh Tam Nguyen, Thanh Trung Huynh, Quoc Viet Hung Nguyen, Thanh Tho Quan, et al.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Thanh Toan Nguyen, Minh Tam Pham, Thanh Tam Nguyen, Thanh Trung Huynh, Quoc Viet Hung Nguyen, Thanh Tho Quan, et al

Reference 2016

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T22:54:41.668470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c868e4b6-5734-4006-b441-ff640ce658b8 · outbound

This paper cites LSTM based Similarity Measurement with Spectral Clustering for Speaker Diarization.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages LSTM based Similarity Measurement with Spectral Clustering for Speaker Diarization

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:41.238006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 255a2ce8-e53d-4df1-8d51-9d4c57604619 · outbound

This paper cites Hierarchical conditional end-to-end asr with ctc and multi-granular subword units.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Hierarchical conditional end-to-end asr with ctc and multi-granular subword units

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.776524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c050a680-2230-437f-b03d-425adc99b5b7 · outbound

This paper cites Improving noise robust automatic speech recognition with single-channel time-domain enhancement network.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Improving noise robust automatic speech recognition with single-channel time-domain enhancement network

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.982017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ce315c9e-2fbe-4d65-9705-4b2695bd66c1 · outbound

This paper cites Personalizing ASR for Dysarthric and Accented Speech with Limited Data.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Personalizing ASR for Dysarthric and Accented Speech with Limited Data

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:41.222445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acbce505-8bb2-4d4f-84aa-6c3ac0063834 · outbound

This paper cites Dialectal arabic speech recognition using cnn-lstm based on end-to-end deep learning.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Dialectal arabic speech recognition using cnn-lstm based on end-to-end deep learning

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:41.966339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation eea46360-1f09-465e-9608-da6315fdbc4a · outbound

This paper cites ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers

Reference 2022

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:54:41.760599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7e291949-b18f-4edc-83c0-4ea31f0071e1 · outbound

This paper cites A Thousand Words are Worth More Than One Recording: NLP Based Speaker Change Point Detection.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages A Thousand Words are Worth More Than One Recording: NLP Based Speaker Change Point Detection

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:41.232814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccc970f0-1489-4b0a-b5ec-3855f670cc3f · outbound

This paper cites Anuroop Sriram, Michael Auli, and Alexei Baevski.

Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages Anuroop Sriram, Michael Auli, and Alexei Baevski

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:41.192707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 89e8cd90-4c2f-47dd-bd95-02add609d68e · inbound

Enhancing Neural Spoken Language Recognition: An Exploration with Multilingual Datasets cites this paper.

Enhancing Neural Spoken Language Recognition: An Exploration with Multilingual Datasets Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-10T18:43:47.190924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.