17 citations · 86 across the 18 of their papers we have counts for
5 papers · 1 filter
Speaker Embedding-aware Neural Diarization for Flexible Number of Speakers with Textual Information
Zhihao Du, Shiliang Zhang, Siqi Zheng +2
Overlapping speech diarization is always treated as a multi-label classification problem. In this paper, we reformulate this task as a single-label prediction problem by encoding t…
FedSpeech: Federated Text-to-Speech with Continual Learning
Ziyue Jiang, Yi Ren, Ming Lei +1
Federated learning enables collaborative training of machine learning models under strict privacy restrictions and federated text-to-speech aims to synthesize natural speech of mul…
BeamTransformer: Microphone Array-based Overlapping Speech Detection
Siqi Zheng, Shiliang Zhang, Weilong Huang +5
We propose BeamTransformer, an efficient architecture to leverage beamformer's edge in spatial filtering and transformer's capability in context sequence modeling. BeamTransformer…
EMOVIE: A Mandarin Emotion Speech Dataset with a Simple Emotional Text-to-Speech Model
Chenye Cui, Yi Ren, Jinglin Liu +4
Recently, there has been an increasing interest in neural speech synthesis. While the deep neural network achieves the state-of-the-art result in text-to-speech (TTS) tasks, how to…
Extremely Low Footprint End-to-End ASR System for Smart Device
Zhifu Gao, Yiwu Yao, Shiliang Zhang +3
Recently, end-to-end (E2E) speech recognition has become popular, since it can integrate the acoustic, pronunciation and language models into a single neural network, which outperf…