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eess.AS2024
Scale This, Not That: Investigating Key Dataset Attributes for Efficient Speech Enhancement Scaling
Leying Zhang, Wangyou Zhang, Chenda Li +1
Recent speech enhancement models have shown impressive performance gains by scaling up model complexity and training data. However, the impact of dataset variability (e.g. text, la…
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…