Speech Pre-training with Acoustic Piece

Speech Pre-training with Acoustic Piece

7 April 2022

Papers citing "Speech Pre-training with Acoustic Piece"

12 / 12 papers shown

Title
Automatic Speech Recognition with BERT and CTC Transformers: A Review Noussaiba Djeffal Hamza Kheddar Djamel Addou A. Mazari Yassine Himeur 37 16 0 12 Oct 2024
On the Effectiveness of Acoustic BPE in Decoder-Only TTS Bohan Li Feiyu Shen Yiwei Guo Shuai Wang Xie Chen Kai Yu 39 2 0 04 Jul 2024
Investigating the Áutoencoder Behavior' in Speech Self-Supervised Models: a focus on HuBERT's Pretraining Valentin Vielzeuf SSL 44 0 0 14 May 2024
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces Heng-Jui Chang James R. Glass 33 3 0 15 Nov 2023
Acoustic BPE for Speech Generation with Discrete Tokens Feiyu Shen Yiwei Guo Chenpeng Du Xie Chen Kai Yu 20 9 0 23 Oct 2023
Fast-HuBERT: An Efficient Training Framework for Self-Supervised Speech Representation Learning Guan-lin Yang Ziyang Ma Zhisheng Zheng Ya-Zhen Song Zhikang Niu Xie Chen 35 8 0 25 Sep 2023
Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation Ziyang Ma Zhisheng Zheng Guanrou Yang Yu Wang C. Zhang Xie Chen SSL 27 8 0 15 Jun 2023
SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge? Takanori Ashihara Takafumi Moriya Kohei Matsuura Tomohiro Tanaka Yusuke Ijima Taichi Asami Marc Delcroix Yukinori Honma SSL ELM 27 11 0 14 Jun 2023
Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering Heng-Jui Chang Alexander H. Liu James R. Glass SSL 22 20 0 18 May 2023
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets Ziyang Ma Zhisheng Zheng Changli Tang Yujin Wang Xie Chen 28 20 0 14 Nov 2022
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Jian Zhu Zuoyu Tian Yadong Liu Cong Zhang Chia-wen Lo SSL 32 2 0 23 Oct 2022
CTCBERT: Advancing Hidden-unit BERT with CTC Objectives Ruchao Fan Yiming Wang Yashesh Gaur Jinyu Li 41 7 0 16 Oct 2022