activity
20232026
most citedComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation

2 citations · 4 across the 7 of their papers we have counts for

collaborators

10 papers

cs.SD2026

StellarTTS: Sparse Temporal Embedding for Low-Latency and Robust Speech Synthesis

Kaicheng Luo, Xuefei Gong, Yutao Sun +6

The trade-off between robustness, latency, and prosody critically challenges text-to-speech (TTS) systems. Autoregressive models, despite fidelity, are slow and error-prone; non-au…

cs.CL2025

SimulMEGA: MoE Routers are Advanced Policy Makers for Simultaneous Speech Translation

Chenyang Le, Bing Han, Jinshun Li +2

Simultaneous Speech Translation (SimulST) enables real-time cross-lingual communication by jointly optimizing speech recognition and machine translation under strict latency constr…

cs.CL2025

Novel Parasitic Dual-Scale Modeling for Efficient and Accurate Multilingual Speech Translation

Chenyang Le, Yinfeng Xia, Huiyan Li +4

Recent advancements in speech-to-text translation have led to the development of multilingual models capable of handling multiple language pairs simultaneously. However, these unif…

cs.CL2025

MFLA: Monotonic Finite Look-ahead Attention for Streaming Speech Recognition

Yinfeng Xia, Huiyan Li, Chenyang Le +4

Applying large pre-trained speech models like Whisper has shown promise in reducing training costs for various speech tasks. However, integrating these models into streaming system…

cs.LG2025

Zero-Shot Streaming Text to Speech Synthesis with Transducer and Auto-Regressive Modeling

Haiyang Sun, Shujie Hu, Shujie Liu +8

Zero-shot streaming text-to-speech is an important research topic in human-computer interaction. Existing methods primarily use a lookahead mechanism, relying on future text to ach…

cs.SD2025

CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching

Leying Zhang, Yao Qian, Xiaofei Wang +8

Generating natural-sounding, multi-speaker dialogue is crucial for applications such as podcast creation, virtual agents, and multimedia content generation. However, existing syste…

cs.CL2024★ 1 cited

VALL-E R: Robust and Efficient Zero-Shot Text-to-Speech Synthesis via Monotonic Alignment

Bing Han, Long Zhou, Shujie Liu +7

With the help of discrete neural audio codecs, large language models (LLM) have increasingly been recognized as a promising methodology for zero-shot Text-to-Speech (TTS) synthesis…

cs.CL2024★ 1 cited

TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation

Chenyang Le, Yao Qian, Dongmei Wang +8

There is a rising interest and trend in research towards directly translating speech from one language to another, known as end-to-end speech-to-speech translation. However, most e…

eess.AS2024

CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations

Leying Zhang, Yao Qian, Long Zhou +9

Recent advancements in zero-shot text-to-speech (TTS) modeling have led to significant strides in generating high-fidelity and diverse speech. However, dialogue generation, along w…

cs.CL2023★ 2 cited

ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation

Chenyang Le, Yao Qian, Long Zhou +4

Joint speech-language training is challenging due to the large demand for training data and GPU consumption, as well as the modality gap between speech and language. We present Com…