Towards Measuring Fairness in Speech Recognition: Casual Conversations
Dataset Transcriptions

Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions

18 November 2021

Andres Alvarado

Papers citing "Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions"

16 / 16 papers shown

Title
Quantifying Bias in Automatic Speech Recognition Siyuan Feng O. Kudina B. Halpern O. Scharenborg 49 86 0 28 Mar 2021
A Better and Faster End-to-End Model for Streaming ASR Yue Liu Anmol Gulati Jiahui Yu Tara N. Sainath Chung-Cheng Chiu ... Wei Han Qiao Liang Yu Zhang Trevor Strohman Yonghui Wu AuLLM 110 123 0 21 Nov 2020
Improving RNN Transducer Based ASR with Auxiliary Tasks Chunxi Liu Frank Zhang Duc Le Suyoun Kim Yatharth Saraf Geoffrey Zweig 53 49 0 05 Nov 2020
Alignment Restricted Streaming Recurrent Neural Network Transducer Jay Mahadeokar Yuan Shangguan Duc Le Gil Keren Hang Su Thong Le Ching-Feng Yeh Christian Fuegen M. Seltzer AI4TS 51 66 0 05 Nov 2020
Streaming Attention-Based Models with Augmented Memory for End-to-End Speech Recognition Ching-Feng Yeh Yongqiang Wang Yangyang Shi Chunyang Wu Frank Zhang Julian Chan M. Seltzer AI4TS RALM 53 8 0 03 Nov 2020
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition Yangyang Shi Yongqiang Wang Chunyang Wu Ching-Feng Yeh Julian Chan Frank Zhang Duc Le M. Seltzer 94 171 0 21 Oct 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 210 3,117 0 16 May 2020
Gender Representation in French Broadcast Corpora and Its Impact on ASR Performance Mahault Garnerin Solange Rossato Laurent Besacier 35 51 0 23 Aug 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 159 3,451 0 18 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 89 3,147 0 01 Apr 2019
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 173 3,515 0 19 Aug 2018
Fairer and more accurate, but for whom? Alexandra Chouldechova M. G'Sell 46 63 0 30 Jun 2017
Counterfactual Fairness Matt J. Kusner Joshua R. Loftus Chris Russell Ricardo M. A. Silva FaML 191 1,576 0 20 Mar 2017
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 295 2,109 0 24 Oct 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.3K 149,820 0 22 Dec 2014
Sequence Transduction with Recurrent Neural Networks Alex Graves 163 1,866 0 14 Nov 2012