2 citations · 5 across the 9 of their papers we have counts for
6 papers · 1 filter
The X-LANCE Technical Report for Interspeech 2024 Speech Processing Using Discrete Speech Unit Challenge
Yiwei Guo, Chenrun Wang, Yifan Yang +9
Discrete speech tokens have been more and more popular in multiple speech processing fields, including automatic speech recognition (ASR), text-to-speech (TTS) and singing voice sy…
EAT: Self-Supervised Pre-Training with Efficient Audio Transformer
Wenxi Chen, Yuzhe Liang, Ziyang Ma +2
Audio self-supervised learning (SSL) pre-training, which aims to learn good representations from unlabeled audio, has made remarkable progress. However, the extensive computational…
Expressive TTS Driven by Natural Language Prompts Using Few Human Annotations
Hanglei Zhang, Yiwei Guo, Sen Liu +2
Expressive text-to-speech (TTS) aims to synthesize speeches with human-like tones, moods, or even artistic attributes. Recent advancements in expressive TTS empower users with the…
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition
Zhisheng Zheng, Ziyang Ma, Yu Wang +1
In recent years, speech-based self-supervised learning (SSL) has made significant progress in various tasks, including automatic speech recognition (ASR). An ASR model with decent…
Blank-regularized CTC for Frame Skipping in Neural Transducer
Yifan Yang, Xiaoyu Yang, Liyong Guo +6
Neural Transducer and connectionist temporal classification (CTC) are popular end-to-end automatic speech recognition systems. Due to their frame-synchronous design, blank symbols…
Front-End Adapter: Adapting Front-End Input of Speech based Self-Supervised Learning for Speech Recognition
Xie Chen, Ziyang Ma, Changli Tang +2
Recent years have witnessed a boom in self-supervised learning (SSL) in various areas including speech processing. Speech based SSL models present promising performance in a range…