The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling

23 November 2020

Papers citing "The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling"

32 / 32 papers shown

Title
fastabx: A library for efficient computation of ABX discriminability Maxime Poli Emmanuel Chemla Emmanuel Dupoux 34 0 0 05 May 2025
Sylber: Syllabic Embedding Representation of Speech from Raw Audio Cheol Jun Cho Nicholas Lee Akshat Gupta Dhruv Agarwal Ethan Chen Alan W Black Gopala K. Anumanchipalli 36 0 0 09 Oct 2024
Recent Advances in Speech Language Models: A Survey Wenqian Cui Dianzhi Yu Xiaoqi Jiao Ziqiao Meng Guangyan Zhang Qichao Wang Yiwen Guo Irwin King AuLLM 61 17 0 01 Oct 2024
SSR: Alignment-Aware Modality Connector for Speech Language Models Weiting Tan Hirofumi Inaguma Ning Dong Paden Tomasello Xutai Ma 37 3 0 30 Sep 2024
A Large-Scale Evaluation of Speech Foundation Models Shu-Wen Yang Heng-Jui Chang Zili Huang Andy T. Liu Cheng-I Jeff Lai ... Kushal Lakhotia Shang-Wen Li Abdelrahman Mohamed Shinji Watanabe Hung-yi Lee 43 20 0 15 Apr 2024
Speech foundation models on intelligibility prediction for hearing-impaired listeners Santiago Cuervo R. Marxer 38 6 0 24 Jan 2024
Efficiency-oriented approaches for self-supervised speech representation learning Luis Lugo Valentin Vielzeuf SSL 38 1 0 18 Dec 2023
Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes Kevin Glocker Aaricia Herygers Munir Georges 29 4 0 07 Jun 2023
Zero-Shot Automatic Pronunciation Assessment Hongfu Liu Mingqiang Shi Ye Wang 27 4 0 31 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 49 54 0 22 May 2023
Self-supervised Predictive Coding Models Encode Speaker and Phonetic Information in Orthogonal Subspaces Oli Danyi Liu Hao Tang Sharon Goldwater SSL 33 12 0 21 May 2023
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning Alexander H. Liu Heng-Jui Chang Michael Auli Wei-Ning Hsu James R. Glass 29 25 0 17 May 2023
ProsAudit, a prosodic benchmark for self-supervised speech models Maureen de Seyssel Marvin Lavechin Hadrien Titeux Arthur Thomas Gwendal Virlet Andrea Santos Revilla Guillaume Wisniewski Bogdan Ludusan Emmanuel Dupoux SSL 40 7 0 23 Feb 2023
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar Nicolas Hamilakis Emmanuel Dupoux SSL 34 30 0 27 Oct 2022
Maestro-U: Leveraging joint speech-text representation learning for zero supervised speech ASR Zhehuai Chen Ankur Bapna Andrew Rosenberg Yu Zhang Bhuvana Ramabhadran Pedro J. Moreno Nanxin Chen 51 17 0 18 Oct 2022
Non-Parallel Voice Conversion for ASR Augmentation Gary Wang Andrew Rosenberg Bhuvana Ramabhadran Fadi Biadsy Yinghui Huang Jesse Emond P. M. Mengibar 26 2 0 15 Sep 2022
What Artificial Neural Networks Can Tell Us About Human Language Acquisition Alex Warstadt Samuel R. Bowman 29 111 0 17 Aug 2022
Predicting within and across language phoneme recognition performance of self-supervised learning speech pre-trained models Han Ji T. Patel O. Scharenborg 44 7 0 24 Jun 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 137 354 0 21 May 2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning Algayres Robin Adel Nabli Benoît Sagot Emmanuel Dupoux SSL 26 8 0 11 Apr 2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities Hsiang-Sheng Tsai Heng-Jui Chang Wen-Chin Huang Zili Huang Kushal Lakhotia ... Hsuan-Jui Chen Shang-Wen Li Shinji Watanabe Abdel-rahman Mohamed Hung-yi Lee 31 109 0 14 Mar 2022
Audio Self-supervised Learning: A Survey Shuo Liu Adria Mallol-Ragolta Emilia Parada-Cabeleiro Kun Qian Xingshuo Jing Alexander Kathan Bin Hu Bjoern W. Schuller SSL 45 106 0 02 Mar 2022
Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised Scoring Herman Kamper 34 25 0 24 Feb 2022
Self-Supervised Representation Learning for Speech Using Visual Grounding and Masked Language Modeling Puyuan Peng David Harwath SSL 43 26 0 07 Feb 2022
Towards Tokenized Human Dynamics Representation Kenneth Li Xiao Sun Zhirong Wu Fangyun Wei Stephen Lin 29 2 0 22 Nov 2021
A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion Benjamin van Niekerk M. Carbonneau Julian Zaïdi Matthew Baas Hugo Seuté Herman Kamper DRL 29 111 0 03 Nov 2021
Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding Saurabhchand Bhati Jesús Villalba Piotr Żelasko Laureano Moro-Velazquez Najim Dehak SSL 58 22 0 05 Oct 2021
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing Benjamin van Niekerk Leanne Nortje Matthew Baas Herman Kamper SSL 38 31 0 02 Aug 2021
Layer-wise Analysis of a Self-supervised Speech Representation Model Ankita Pasad Ju-Chieh Chou Karen Livescu SSL 26 291 0 10 Jul 2021
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw J. Chorowski Grzegorz Ciesielski Jaroslaw Dzikowski Adrian Lañcucki R. Marxer Mateusz Opala P. Pusz Paweł Rychlikowski Michal Stypulkowski 38 12 0 22 Jun 2021
SUPERB: Speech processing Universal PERformance Benchmark Shu-Wen Yang Po-Han Chi Yung-Sung Chuang Cheng-I Jeff Lai Kushal Lakhotia ... Shuyan Dong Shang-Wen Li Shinji Watanabe Abdel-rahman Mohamed Hung-yi Lee SSL 59 899 0 03 May 2021
Configurable Privacy-Preserving Automatic Speech Recognition Ranya Aloufi Hamed Haddadi David E. Boyle 32 10 0 01 Apr 2021