Quantifying Bias in Automatic Speech Recognition

Quantifying Bias in Automatic Speech Recognition

28 March 2021

Papers citing "Quantifying Bias in Automatic Speech Recognition"

11 / 11 papers shown

Title
Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants Chloe Sekkat Fanny Leroy Salima Mdhaffar Blake Perry Smith Yannick Esteve Joseph Dureau A. Coucke 32 1 0 14 May 2024
Lost in Transcription: Identifying and Quantifying the Accuracy Biases of Automatic Speech Recognition Systems Against Disfluent Speech Dena F. Mujtaba Nihar R. Mahapatra Megan Arney J Scott Yaruss Hope Gerlach-Houck Caryn Herring Jia Bin 40 1 0 10 May 2024
Can Whisper perform speech-based in-context learning? Siyin Wang Chao-Han Huck Yang Ji Wu Chao Zhang 32 26 0 13 Sep 2023
Towards dialect-inclusive recognition in a low-resource language: are balanced corpora the answer? Liam Lonergan Mengjie Qian Neasa Ní Chiaráin Christer Gobl A. N. Chasaide 29 6 0 14 Jul 2023
Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes Kevin Glocker Aaricia Herygers Munir Georges 29 4 0 07 Jun 2023
Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity Test Eungbeom Kim Yunkee Chae Jaeheon Sim Kyogu Lee 22 1 0 22 May 2023
Right the docs: Characterising voice dataset documentation practices used in machine learning Kathy Reid Elizabeth T. Williams 27 2 0 19 Mar 2023
Better Transcription of UK Supreme Court Hearings Hadeel Saadany C. Breslin Constantin Orasan Sophie Walker AILaw 19 6 0 29 Nov 2022
Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness C. Hazirbas Yejin Bang Tiezheng Yu Parisa Assar Bilal Porgali ... Jacqueline Pan Emily McReynolds Miranda Bogen Pascale Fung Cristian Canton Ferrer 37 8 0 10 Nov 2022
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities Pranav Dheram Murugesan Ramakrishnan A. Raju I-Fan Chen Brian King Katherine L. Powell Melissa Saboowala Karan Shetty A. Stolcke 33 33 0 22 Jul 2022
SciCap: Generating Captions for Scientific Figures Ting-Yao Hsu C. Lee Giles Ting-Hao 'Kenneth' Huang 27 83 0 22 Oct 2021