Speech Representation Learning Through Self-supervised Pretraining And
Multi-task Finetuning

Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning

18 October 2021

Cheng-Kuang Lee

Papers citing "Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning"

10 / 10 papers shown

Title
TokenVerse: Unifying Speech and NLP Tasks via Transducer-based ASR Shashi Kumar S. Madikeri Juan Zuluaga-Gomez Iuliia Nigmatulina Esaú Villatoro-Tello Sergio Burdisso P. Motlícek Karthik Pandia A. Ganapathiraju 44 0 0 05 Jul 2024
MERTech: Instrument Playing Technique Detection Using Self-Supervised Pretrained Model With Multi-Task Finetuning Dichucheng Li Yi Ma Weixing Wei Qiuqiang Kong Yulun Wu Mingjin Che Fan Xia Emmanouil Benetos Wei Li 29 1 0 15 Oct 2023
Parameter Efficient Transfer Learning for Various Speech Processing Tasks Shinta Otake Rei Kawakami Nakamasa Inoue 16 16 0 06 Dec 2022
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing Yonggan Fu Yang Zhang Kaizhi Qian Zhifan Ye Zhongzhi Yu Cheng-I Jeff Lai Yingyan Lin 27 8 0 02 Nov 2022
Feature Learning and Ensemble Pre-Tasks Based Self-Supervised Speech Denoising and Dereverberation Yi Li ShuangLin Li Yang Sun S. M. Naqvi 8 0 0 10 Jun 2022
Self-Supervised Learning based Monaural Speech Enhancement with Complex-Cycle-Consistent Yi Li Yang Sun S. M. Naqvi 16 1 0 21 Dec 2021
Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR Hanjing Zhu Li Wang Jindong Wang Gaofeng Cheng Pengyuan Zhang Yonghong Yan SSL VLM 16 9 0 09 Oct 2021
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition Cheng-I Jeff Lai Yang Zhang Alexander H. Liu Shiyu Chang Yi-Lun Liao Yung-Sung Chuang Kaizhi Qian Sameer Khurana David D. Cox James R. Glass VLM 49 70 0 10 Jun 2021
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 183 288 0 25 Jan 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,956 0 20 Apr 2018