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MLS: A Large-Scale Multilingual Dataset for Speech Research

7 December 2020

Papers citing "MLS: A Large-Scale Multilingual Dataset for Speech Research"

50 / 321 papers shown

Title
ivrit.ai: A Comprehensive Dataset of Hebrew Speech for AI Research and Development Yanir Marmor Kinneret Misgav Y. Lifshitz VLM 95 3 0 17 Jul 2023
Towards cross-language prosody transfer for dialog Jonathan Avila Nigel G. Ward 67 7 0 09 Jul 2023
Enrollment-stage Backdoor Attacks on Speaker Recognition Systems via Adversarial Ultrasound Xinfeng Li Junning Ze Chen Yan Yushi Cheng Xiaoyu Ji Wenyuan Xu AAML 68 12 0 28 Jun 2023
Confidence-based Ensembles of End-to-End Speech Recognition Models Igor Gitman Vitaly Lavrukhin A. Laptev Boris Ginsburg UQCV 82 9 0 27 Jun 2023
AudioPaLM: A Large Language Model That Can Speak and Listen Paul Kishan Rubenstein Chulayuth Asawaroengchai D. Nguyen Ankur Bapna Zalan Borsos ... Neil Zeghidour Yu Zhang Zhishuai Zhang Lukás Zilka Christian Frank LM&MA AuLLM VLM 138 295 0 22 Jun 2023
Unified model for code-switching speech recognition and language identification based on a concatenated tokenizer Kunal Dhawan KDimating Rekesh Boris Ginsburg 48 12 0 14 Jun 2023
Label Aware Speech Representation Learning For Language Identification Shikhar Vashishth Shikhar Bharadwaj Sriram Ganapathy Ankur Bapna Min Ma Wei Han Vera Axelrod Partha P. Talukdar SSL 61 4 0 07 Jun 2023
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling Ramon Sanabria Ondˇrej Klejch Hao Tang Sharon Goldwater 51 2 0 03 Jun 2023
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation Sameer Khurana Nauman Dawalatabad Antoine Laurent Luis Vicente Pablo Gimeno Victoria Mingote James R. Glass VLM 89 1 0 01 Jun 2023
How to Estimate Model Transferability of Pre-Trained Speech Models? Zih-Ching Chen Chao-Han Huck Yang Yue Liu Yu Zhang Nanxin Chen Shoufeng Chang Rohit Prabhavalkar Hung-yi Lee Tara N. Sainath 132 9 0 01 Jun 2023
Edit Distance based RL for RNNT decoding DongSeon Hwang Changwan Ryu K. Sim 30 0 0 31 May 2023
BIG-C: a Multimodal Multi-Purpose Dataset for Bemba Claytone Sikasote Eunice Mukonde Md Mahfuz Ibn Alam Antonios Anastasopoulos 53 8 0 26 May 2023
Automatic Tuning of Loss Trade-offs without Hyper-parameter Search in End-to-End Zero-Shot Speech Synthesis Seong-Hyun Park Bohyung Kim Tae-Hyun Oh 70 1 0 26 May 2023
Scaling Speech Technology to 1,000+ Languages Vineel Pratap Andros Tjandra Bowen Shi Paden Tomasello Arun Babu ... Yossi Adi Xiaohui Zhang Wei-Ning Hsu Alexis Conneau Michael Auli VLM 164 360 0 22 May 2023
Textually Pretrained Speech Language Models Michael Hassid Tal Remez Tu Nguyen Itai Gat Alexis Conneau ... Alexandre Défossez Gabriel Synnaeve Emmanuel Dupoux Roy Schwartz Yossi Adi VLM SyDa 127 61 0 22 May 2023
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages Andrew Rouditchenko Sameer Khurana Samuel Thomas Rogerio Feris Leonid Karlinsky Hilde Kuehne David Harwath Brian Kingsbury James R. Glass VLM 99 22 0 21 May 2023
Language-universal phonetic encoder for low-resource speech recognition Siyuan Feng Ming Tu Rui Xia Chuanzeng Huang Yuxuan Wang 76 3 0 19 May 2023
Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition Siyuan Feng Ming Tu Rui Xia Chuanzeng Huang Yuxuan Wang 65 5 0 19 May 2023
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark Jiatong Shi Dan Berrebbi William Chen Ho-Lam Chung En-Pei Hu ... Xuankai Chang Shang-Wen Li Abdel-rahman Mohamed Hung-yi Lee Shinji Watanabe ELM 126 70 0 18 May 2023
Understanding and Bridging the Modality Gap for Speech Translation Qingkai Fang Yang Feng 75 26 0 15 May 2023
Exploration of Language Dependency for Japanese Self-Supervised Speech Representation Models Takanori Ashihara Takafumi Moriya Kohei Matsuura Tomohiro Tanaka 83 3 0 09 May 2023
Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition Dima Rekesh Nithin Rao Koluguri Samuel Kriman Somshubra Majumdar Vahid Noroozi ... Oleksii Hrinchuk Krishna Puvvada Ankur Kumar Jagadeesh Balam Boris Ginsburg 101 92 0 08 May 2023
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers Kai Shen Zeqian Ju Xu Tan Yanqing Liu Yichong Leng Lei He Tao Qin Sheng Zhao Jiang Bian DiffM 104 247 0 18 Apr 2023
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations Hainan Xu Fei Jia Somshubra Majumdar Hengguan Huang Shinji Watanabe Boris Ginsburg 66 26 0 13 Apr 2023
Enhancing Unsupervised Speech Recognition with Diffusion GANs Xianchao Wu DiffM 53 2 0 23 Mar 2023
Configurable EBEN: Extreme Bandwidth Extension Network to enhance body-conducted speech capture Hauret Julien Joubaud Thomas V. Zimpfer Bavu Éric 55 7 0 17 Mar 2023
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages Yu Zhang Wei Han James Qin Yongqiang Wang Ankur Bapna ... Pedro J. Moreno Chung-Cheng Chiu J. Schalkwyk Franccoise Beaufays Yonghui Wu VLM 170 270 0 02 Mar 2023
Improving Massively Multilingual ASR With Auxiliary CTC Objectives William Chen Brian Yan Jiatong Shi Yifan Peng Soumi Maiti Shinji Watanabe 84 40 0 24 Feb 2023
Catch You and I Can: Revealing Source Voiceprint Against Voice Conversion Jiangyi Deng Yanjiao Chen Yinan Zhong Qianhao Miao Xueluan Gong Wenyuan Xu Zhejiang University 85 8 0 24 Feb 2023
Speaker and Language Change Detection using Wav2vec2 and Whisper Tijn Berns Nik Vaessen David A. van Leeuwen 69 5 0 18 Feb 2023
ASR Bundestag: A Large-Scale political debate dataset in German Johannes Wirth René Peinl 62 1 0 12 Feb 2023
From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition Chao-Han Huck Yang Yue Liu Yu Zhang Nanxin Chen Rohit Prabhavalkar Tara N. Sainath Trevor Strohman 60 30 0 19 Jan 2023
Scaling Laws for Generative Mixed-Modal Language Models Armen Aghajanyan L. Yu Alexis Conneau Wei-Ning Hsu Karen Hambardzumyan Susan Zhang Stephen Roller Naman Goyal Omer Levy Luke Zettlemoyer MoE VLM 92 110 0 10 Jan 2023
Supervised Acoustic Embeddings And Their Transferability Across Languages Sreepratha Ram Hanan Aldarmaki SSL 54 3 0 03 Jan 2023
ReVISE: Self-Supervised Speech Resynthesis with Visual Input for Universal and Generalized Speech Enhancement Wei-Ning Hsu Tal Remez Bowen Shi Jacob Donley Yossi Adi DiffM 87 12 0 21 Dec 2022
$Mu$^{2}$SLAM: Multitask, Multilingual Speech and Language Models$ Mu $^{2}$ SLAM: Multitask, Multilingual Speech and Language Models Yong Cheng Yu Zhang Melvin Johnson Wolfgang Macherey Ankur Bapna 64 8 0 19 Dec 2022
UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units Hirofumi Inaguma Sravya Popuri Ilia Kulikov Peng-Jen Chen Changhan Wang Yu-An Chung Yun Tang Ann Lee Shinji Watanabe J. Pino 110 61 0 15 Dec 2022
Ring That Bell: A Corpus and Method for Multimodal Metaphor Detection in Videos Khalid Alnajjar Mika Hämäläinen Shuo Zhang 68 8 0 15 Dec 2022
Towards trustworthy phoneme boundary detection with autoregressive model and improved evaluation metric Hyeongju Kim Hyeong-Seok Choi 33 2 0 13 Dec 2022
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 230 3,760 0 06 Dec 2022
EURO: ESPnet Unsupervised ASR Open-source Toolkit Dongji Gao Jiatong Shi Shun-Po Chuang Leibny Paola García-Perera Hung-yi Lee Shinji Watanabe Sanjeev Khudanpur 104 8 0 30 Nov 2022
Dialogs Re-enacted Across Languages Nigel G. Ward Jonathan Avila Emilia Rivas Divette Marco 52 2 0 18 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 81 8 0 10 Nov 2022
Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities Andros Tjandra Nayan Singhal David C. Zhang Ozlem Kalinli Abdel-rahman Mohamed Duc Le M. Seltzer 88 13 0 10 Nov 2022
Multi-blank Transducers for Speech Recognition Hainan Xu Fei Jia Somshubra Majumdar Shinji Watanabe Boris Ginsburg 80 11 0 04 Nov 2022
I4U System Description for NIST SRE'20 CTS Challenge Kong Aik Lee Tomi Kinnunen Daniele Colibro C. Vair A. Nautsch ... Ruijie Tao Haizhou Li Alfonso Ortega Giménez Longbiao Wang L. Buera 24 0 0 02 Nov 2022
Virtuoso: Massive Multilingual Speech-Text Joint Semi-Supervised Learning for Text-To-Speech Takaaki Saeki Heiga Zen Zhehuai Chen Nobuyuki Morioka Gary Wang Yu Zhang Ankur Bapna Andrew Rosenberg Bhuvana Ramabhadran 124 20 0 27 Oct 2022
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? Dominik Wagner Ilja Baumann Franziska Braun Sebastian P. Bayerl Elmar Nöth Korbinian Riedhammer Tobias Bocklet 73 13 0 27 Oct 2022
Improving Speech-to-Speech Translation Through Unlabeled Text Xuan-Phi Nguyen Sravya Popuri Changhan Wang Yun Tang Ilia Kulikov Hongyu Gong 63 9 0 26 Oct 2022
EBEN: Extreme bandwidth extension network applied to speech signals captured with noise-resilient body-conduction microphones J. Hauret Thomas Joubaud V. Zimpfer Éric Bavu 48 10 0 25 Oct 2022