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20212026
most citedAISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario

8 citations · 25 across the 17 of their papers we have counts for

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Showing 2024Show all

5 papers · 1 filter

cs.CL2024

OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation

Qinglin Zhang, Luyao Cheng, Chong Deng +8

Full-duplex spoken dialogue systems significantly surpass traditional turn-based dialogue systems, as they allow simultaneous bidirectional communication, closely mirroring human-h…

cs.LG2024★ 1 cited

Integrating Audio, Visual, and Semantic Information for Enhanced Multimodal Speaker Diarization

Luyao Cheng, Hui Wang, Siqi Zheng +5

Speaker diarization, the process of segmenting an audio stream or transcribed speech content into homogenous partitions based on speaker identity, plays a crucial role in the inter…

eess.AS2024★ 1 cited

Self-Distillation Prototypes Network: Learning Robust Speaker Representations without Supervision

Yafeng Chen, Siqi Zheng, Hui Wang +4

Training speaker-discriminative and robust speaker verification systems without explicit speaker labels remains a persisting challenge. In this paper, we propose a new self-supervi…

eess.AS2024

ERes2NetV2: Boosting Short-Duration Speaker Verification Performance with Computational Efficiency

Yafeng Chen, Siqi Zheng, Hui Wang +4

Speaker verification systems experience significant performance degradation when tasked with short-duration trial recordings. To address this challenge, a multi-scale feature fusio…

eess.AS2024★ 1 cited

3D-Speaker-Toolkit: An Open-Source Toolkit for Multimodal Speaker Verification and Diarization

Yafeng Chen, Siqi Zheng, Hui Wang +8

We introduce 3D-Speaker-Toolkit, an open-source toolkit for multimodal speaker verification and diarization, designed for meeting the needs of academic researchers and industrial p…