research
∙
09/19/2023
Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition
In this paper, we explored how to boost speech emotion recognition (SER)...
share
research
∙
09/14/2023
Towards Universal Speech Discrete Tokens: A Case Study for ASR and TTS
Self-supervised learning (SSL) proficiency in speech-related tasks has d...
research
∙
09/10/2023
VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching
Although diffusion models in text-to-speech have become a popular choice...
research
∙
08/28/2023
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition
In recent years, speech-based self-supervised learning (SSL) has made si...
research
∙
06/15/2023
Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation
The excellent generalization ability of self-supervised learning (SSL) f...
research
∙
06/14/2023
Improving Code-Switching and Named Entity Recognition in ASR with Speech Editing based Data Augmentation
Recently, end-to-end (E2E) automatic speech recognition (ASR) models hav...
research
∙
06/12/2023
LTCR: Long-Text Chinese Rumor Detection Dataset
False information can spread quickly on social media, negatively influen...
research
∙
03/09/2023
Improving Few-Shot Learning for Talking Face System with TTS Data Augmentation
Audio-driven talking face has attracted broad interest from academia and...
research
∙
02/18/2023
Front-End Adapter: Adapting Front-End Input of Speech based Self-Supervised Learning for Speech Recognition
Recent years have witnessed a boom in self-supervised learning (SSL) in ...
research
∙
11/24/2022
TESSP: Text-Enhanced Self-Supervised Speech Pre-training
Self-supervised speech pre-training empowers the model with the contextu...
research
∙
11/14/2022
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets
In this paper, we provide a new perspective on self-supervised speech mo...
research
∙
10/27/2022
Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition
Recent years have witnessed great strides in self-supervised learning (S...
research
∙
10/31/2021