Title
TS-SUPERB: A Target Speech Processing Benchmark for Speech Self-Supervised Learning Models Junyi Peng Takanori Ashihara Marc Delcroix Tsubasa Ochiai Oldrich Plchot Shoko Araki J. Černocký ELM 26 0 0 10 May 2025
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 38 19 0 15 Apr 2024
Efficiency-oriented approaches for self-supervised speech representation learning Luis Lugo Valentin Vielzeuf SSL 26 1 0 18 Dec 2023
Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers Hosein Mohebbi Grzegorz Chrupała Willem H. Zuidema A. Alishahi 28 12 0 15 Oct 2023
Findings of the 2023 ML-SUPERB Challenge: Pre-Training and Evaluation over More Languages and Beyond Jiatong Shi William Chen Dan Berrebbi Hsiu-Hsuan Wang Wei-Ping Huang ... Yuxun Tang Shang-Wen Li Abdelrahman Mohamed Hung-yi Lee Shinji Watanabe LRM ELM 34 15 0 09 Oct 2023
Multiscale Contextual Learning for Speech Emotion Recognition in Emergency Call Center Conversations Théo Deschamps-Berger L. Lamel Laurence Devillers 19 2 0 28 Aug 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 55 58 0 18 May 2023
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning Tzu-hsun Feng Annie Dong Ching-Feng Yeh Shu-Wen Yang Tzu-Quan Lin ... Xuankai Chang Shinji Watanabe Abdel-rahman Mohamed Shang-Wen Li Hung-yi Lee ELM SSL 26 33 0 16 Oct 2022
Toward Low-Cost End-to-End Spoken Language Understanding Marco Dinarelli M. Naguib Franccois Portet 23 5 0 01 Jul 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 128 349 0 21 May 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model Ryandhimas E. Zezario Szu-Wei Fu Fei Chen C. Fuh Hsin-Min Wang Yu Tsao 21 13 0 07 Apr 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 35 106 0 02 Mar 2022
Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation Hemlata Tak Massimiliano Todisco Xin Wang Jee-weon Jung Junichi Yamagishi Nicholas W. D. Evans 32 151 0 24 Feb 2022
Are E2E ASR models ready for an industrial usage? Valentin Vielzeuf G. Antipov 18 8 0 09 Dec 2021
DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT Heng-Jui Chang Shu-Wen Yang Hung-yi Lee SSL 31 163 0 05 Oct 2021
Fine-tuning wav2vec2 for speaker recognition Nik Vaessen David A. van Leeuwen 34 107 0 30 Sep 2021