5 papers · 1 filter
EmoTra-TTS: Smooth Intra-Utterance Emotion Transitions for Speech Synthesis
Tianchi Liu, Zeyang Song, Tianrui Wang +3
Psychological research on emotion dynamics has established that human affect is a continuous, evolving process: emotions rise, decay, and transition within seconds. Current emotion…
Parallel GPT: Harmonizing the Independence and Interdependence of Acoustic and Semantic Information for Zero-Shot Text-to-Speech
Jingyuan Xing, Zhipeng Li, Jialong Mai +2
Advances in speech representation and large language models have enhanced zero-shot text-to-speech (TTS) performance. However, existing zero-shot TTS models face challenges in capt…
Long-Context Speech Synthesis with Context-Aware Memory
Zhipeng Li, Xiaofen Xing, Jingyuan Xing +3
In long-text speech synthesis, current approaches typically convert text to speech at the sentence-level and concatenate the results to form pseudo-paragraph-level speech. These me…
Multi-Scale Temporal Transformer For Speech Emotion Recognition
Zhipeng Li, Xiaofen Xing, Yuanbo Fang +3
Speech emotion recognition plays a crucial role in human-machine interaction systems. Recently various optimized Transformers have been successfully applied to speech emotion recog…
AS-Speech: Adaptive Style For Speech Synthesis
Zhipeng Li, Xiaofen Xing, Jun Wang +4
In recent years, there has been significant progress in Text-to-Speech (TTS) synthesis technology, enabling the high-quality synthesis of voices in common scenarios. In unseen situ…