General
Towards Prosodically Informed Mizo TTS without Explicit Tone Markings
arXiv eess.AS0 views
arXiv:2601.02073v2 Announce Type: replace Abstract: This paper reports on the development of a text-to-speech (TTS) system for Mizo, a low-resource tonal language of the Tibeto-Burman family, spoken primarily in the Indian state of Mizoram. The TTS was built using only 5.18 hours of data; however, based on subjective and objective evaluations, the outputs were considered perceptually acceptable and intelligible. A baseline Tacotron2 model was built, and then, using the same data, another TTS model was built with VITS. VITS achieved significantly lower Mel-Cepstral Distortion (MCD) and significantly higher subjective ratings than Tacotron2, although the differences in DNSMOS, F0 RMSE, and F0 correlation were not statistically significant. In terms of tone synthesis, the VITS model showed numerically lower tone errors than the Tacotron2 model. The paper demonstrates that a non-autoregressive, end-to-end framework can achieve synthesis of acceptable perceptual quality and intelligibility.
Source:https://arxiv.org/abs/2601.02073PreviousJAVIS: Joint Audio-Visual Interaction and Streaming for Real-Time Conversational AgentsNextVietMed: A Dataset and Benchmark for Automatic Speech Recognition of Vietnamese in the Medical Domain
Related posts
Man completes 28-year, 31,000-mile walk around world, returns to mother's house
0Hacker News New
Johnstown, PA will be your best place to live if you make under 100K
0Hacker News New
Cryosphere faces permanent damage when world overshoots 1.5C, scientists warn
0Hacker News New
Nanoparticles for delivering personalized cancer vaccines
0Hacker News New
WTF Ubuntu?
0Hacker News New
Napping Characteristics and Incident Dementia
0Hacker News New