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Careless Whisper: Speech-to-Text Hallucination Harms
v1v2 (latest)

Careless Whisper: Speech-to-Text Hallucination Harms

12 February 2024
Allison Koenecke
A. S. G. Choi
Katelyn Mei
Hilke Schellmann
Mona Sloane
ArXiv (abs)PDFHTML

Papers citing "Careless Whisper: Speech-to-Text Hallucination Harms"

28 / 28 papers shown
Hallucination Benchmark for Speech Foundation Models
Hallucination Benchmark for Speech Foundation Models
Alkis Koudounas
Moreno La Quatra
Manuel Giollo
Sabato Marco Siniscalchi
Elena Baralis
HILM
305
1
0
18 Oct 2025
Probing Whisper for Dysarthric Speech in Detection and Assessment
Probing Whisper for Dysarthric Speech in Detection and Assessment
Zhengjun Yue
Devendra Kayande
Zoran Cvetkovic
Erfan Loweimi
157
0
0
05 Oct 2025
Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks
Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks
Eileen Pan
A. S. G. Choi
Maartje ter Hoeve
Skyler Seto
Allison Koenecke
100
1
0
01 Oct 2025
Beyond WER: Probing Whisper's Sub-token Decoder Across Diverse Language Resource Levels
Beyond WER: Probing Whisper's Sub-token Decoder Across Diverse Language Resource Levels
Siyu Liang
Nicolas Ballier
Gina-Anne Levow
Richard Wright
153
1
0
29 Sep 2025
Refining Transcripts With TV Subtitles by Prompt-Based Weakly Supervised Training of ASR
Refining Transcripts With TV Subtitles by Prompt-Based Weakly Supervised Training of ASR
Xinnian Zhao
Hugo Van Hamme
109
0
0
01 Sep 2025
Model Science: getting serious about verification, explanation and control of AI systems
Model Science: getting serious about verification, explanation and control of AI systems
Przemyslaw Biecek
Wojciech Samek
131
1
0
27 Aug 2025
Out of the Box, into the Clinic? Evaluating State-of-the-Art ASR for Clinical Applications for Older Adults
Out of the Box, into the Clinic? Evaluating State-of-the-Art ASR for Clinical Applications for Older Adults
Bram van Dijk
Tiberon Kuiper
Sirin Aoulad si Ahmed
Armel Levebvre
Jake Johnson
Jan Duin
Simon Mooijaart
M. Spruit
168
0
0
12 Aug 2025
SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models
SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Zhen Wan
Chao-Han Huck Yang
Yahan Yu
Jinchuan Tian
Sheng Li
...
Zhehuai Chen
Shinji Watanabe
Fei Cheng
Chenhui Chu
Sadao Kurohashi
AuLLMELM
184
0
0
25 Jul 2025
AsyncSwitch: Asynchronous Text-Speech Adaptation for Code-Switched ASR
AsyncSwitch: Asynchronous Text-Speech Adaptation for Code-Switched ASR
Tuan Nguyen
Huy-Dat Tran
146
0
0
17 Jun 2025
Addressing Pitfalls in Auditing Practices of Automatic Speech Recognition Technologies: A Case Study of People with Aphasia
Katelyn Mei
A. S. G. Choi
Hilke Schellmann
Mona Sloane
Allison Koenecke
255
1
0
10 Jun 2025
CAtCh: Cognitive Assessment through Cookie Thief
CAtCh: Cognitive Assessment through Cookie ThiefInternational Conference on Digital Health (ICDH), 2025
Joseph T Colonel
Carolyn Hagler
Guiselle Wismer
Laura Curtis
Jacqueline Becker
Juan Wisnivesky
Alex Federman
Gaurav Pandey
136
0
0
07 Jun 2025
Ignoring Directionality Leads to Compromised Graph Neural Network Explanations
Changsheng Sun
Xinke Li
Jin Song Dong
AAML
347
7
0
05 Jun 2025
Calm-Whisper: Reduce Whisper Hallucination On Non-Speech By Calming Crazy Heads Down
Calm-Whisper: Reduce Whisper Hallucination On Non-Speech By Calming Crazy Heads Down
Yingzhi Wang
Anas Alhmoud
Saad Alsahly
Muhammad Alqurishi
Mirco Ravanelli
256
1
0
19 May 2025
Tasks and Roles in Legal AI: Data Curation, Annotation, and Verification
Tasks and Roles in Legal AI: Data Curation, Annotation, and Verification
Allison Koenecke
Jed Stiglitz
David Mimno
Matthew Wilkens
AILawELM
227
2
0
02 Apr 2025
Quantization for OpenAI's Whisper Models: A Comparative Analysis
Allison Andreyev
277
6
0
12 Mar 2025
Go Beyond Your Means: Unlearning with Per-Sample Gradient Orthogonalization
Aviv Shamsian
E. Shaar
Aviv Navon
Gal Chechik
Ethan Fetaya
MU
323
2
0
04 Mar 2025
Investigation of Whisper ASR Hallucinations Induced by Non-Speech Audio
Investigation of Whisper ASR Hallucinations Induced by Non-Speech AudioIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Mateusz Barański
Jan Jasiński
Julitta Bartolewska
Stanisław Kacprzak
Marcin Witkowski
K. Kowalczyk
176
14
0
20 Jan 2025
Unsupervised Rhythm and Voice Conversion of Dysarthric to Healthy Speech for ASR
Unsupervised Rhythm and Voice Conversion of Dysarthric to Healthy Speech for ASR
Karl El Hajal
Enno Hermann
Ajinkya Kulkarni
Mathew Magimai.-Doss
392
6
0
20 Jan 2025
Target Speaker ASR with Whisper
Target Speaker ASR with Whisper
Alexander Polok
Dominik Klement
Sanjeev Khudanpur
Sanjeev Khudanpur
J. Černocký
L. Burget
560
17
0
17 Jan 2025
Automating Feedback Analysis in Surgical Training: Detection,
  Categorization, and Assessment
Automating Feedback Analysis in Surgical Training: Detection, Categorization, and Assessment
Firdavs Nasriddinov
Rafal Kocielnik
Arushi Gupta
Cherine Yang
Elyssa Y. Wong
Julius Berner
Andrew J. Hung
317
0
0
01 Dec 2024
Everyone deserves their voice to be heard: Analyzing Predictive Gender
  Bias in ASR Models Applied to Dutch Speech Data
Everyone deserves their voice to be heard: Analyzing Predictive Gender Bias in ASR Models Applied to Dutch Speech Data
Rik Raes
Saskia Lensink
Mykola Pechenizkiy
126
1
0
14 Nov 2024
Sound Check: Auditing Audio Datasets
Sound Check: Auditing Audio Datasets
William Agnew
Julia Barnett
Annie Chu
Rachel Hong
Michael Feffer
Robin Netzorg
Harry H. Jiang
Ezra Awumey
Sauvik Das
367
2
0
17 Oct 2024
ASR Benchmarking: Need for a More Representative Conversational Dataset
ASR Benchmarking: Need for a More Representative Conversational DatasetIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Gaurav Maheshwari
Dmitry Ivanov
Théo Johannet
Kevin El Haddad
155
2
0
18 Sep 2024
LLM-based speaker diarization correction: A generalizable approach
LLM-based speaker diarization correction: A generalizable approachSpeech Communication (Speech Commun.), 2024
Georgios Efstathiadis
Vijay Yadav
Anzar Abbas
476
12
0
07 Jun 2024
Keyword-Guided Adaptation of Automatic Speech Recognition
Keyword-Guided Adaptation of Automatic Speech Recognition
Aviv Shamsian
Aviv Navon
Neta Glazer
Gill Hetz
Joseph Keshet
275
3
0
04 Jun 2024
Whispy: Adapting STT Whisper Models to Real-Time Environments
Whispy: Adapting STT Whisper Models to Real-Time Environments
Antonio Bevilacqua
Paolo Saviano
A. Amirante
S. Romano
192
6
0
06 May 2024
Anatomy of Industrial Scale Multilingual ASR
Anatomy of Industrial Scale Multilingual ASR
Francis McCann Ramirez
Luka Chkhetiani
Andrew Ehrenberg
R. McHardy
Rami Botros
...
Ahmed Efty
Daniel McCrystal
Sam Flamini
Domenic Donato
Takuya Yoshioka
308
17
0
15 Apr 2024
"Mango Mango, How to Let The Lettuce Dry Without A Spinner?'': Exploring
  User Perceptions of Using An LLM-Based Conversational Assistant Toward
  Cooking Partner
"Mango Mango, How to Let The Lettuce Dry Without A Spinner?'': Exploring User Perceptions of Using An LLM-Based Conversational Assistant Toward Cooking PartnerProceedings of the ACM on Human-Computer Interaction (PACMHCI), 2023
Szeyi Chan
Jiachen Li
Bingsheng Yao
Amama Mahmood
Chien-Ming Huang
Holly Jimison
Elizabeth D. Mynatt
Dakuo Wang
240
13
0
09 Oct 2023
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