Rethinking Evaluation in ASR: Are Our Models Robust Enough?

Rethinking Evaluation in ASR: Are Our Models Robust Enough?

22 October 2020

Tatiana Likhomanenko

Paden Tomasello

Gabriel Synnaeve

Papers citing "Rethinking Evaluation in ASR: Are Our Models Robust Enough?"

13 / 63 papers shown

Title
Continual learning using lattice-free MMI for speech recognition Hossein Hadian Arsenii Gorin CLL 15 1 0 13 Oct 2021
Word Order Does Not Matter For Speech Recognition Vineel Pratap Qiantong Xu Tatiana Likhomanenko Gabriel Synnaeve R. Collobert 35 4 0 12 Oct 2021
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang Daniel S. Park Wei Han James Qin Anmol Gulati ... Zhifeng Chen Quoc V. Le Chung-Cheng Chiu Ruoming Pang Yonghui Wu SSL 19 175 0 27 Sep 2021
Influence of ASR and Language Model on Alzheimer's Disease Detection Joan Codina-Filbà Guillermo Cámbara Jordi Luque Mireia Farrús 16 2 0 20 Sep 2021
Scalable Data Annotation Pipeline for High-Quality Large Speech Datasets Development Mingkuan Liu Chi Zhang Hua Xing C. Feng Mon-Chu Chen Judith Bishop Grace Ngapo 22 3 0 01 Sep 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 10 751 0 08 Jun 2021
CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings Tatiana Likhomanenko Qiantong Xu Gabriel Synnaeve R. Collobert A. Rogozhnikov OOD ViT 30 54 0 06 Jun 2021
Robustness of end-to-end Automatic Speech Recognition Models -- A Case Study using Mozilla DeepSpeech Aashish Agarwal Torsten Zesch 16 0 0 08 May 2021
SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network William Chan Daniel S. Park Chris A. Lee Yu Zhang Quoc V. Le Mohammad Norouzi AI4TS 32 136 0 05 Apr 2021
Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers Loren Lugosch Piyush Papreja Mirco Ravanelli A. Heba Titouan Parcollet 24 12 0 04 Apr 2021
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training Wei-Ning Hsu Anuroop Sriram Alexei Baevski Tatiana Likhomanenko Qiantong Xu ... Jacob Kahn Ann Lee R. Collobert Gabriel Synnaeve Michael Auli SSL 14 236 0 02 Apr 2021
MLS: A Large-Scale Multilingual Dataset for Speech Research Vineel Pratap Qiantong Xu Anuroop Sriram Gabriel Synnaeve R. Collobert AuLLM 32 468 0 07 Dec 2020
SlimIPL: Language-Model-Free Iterative Pseudo-Labeling Tatiana Likhomanenko Qiantong Xu Jacob Kahn Gabriel Synnaeve R. Collobert VLM 21 61 0 22 Oct 2020