261 citations · 682 across the 43 of their papers we have counts for
4 papers · 1 filter
Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities
Andros Tjandra, Nayan Singhal, David Zhang +4
End-to-end multilingual ASR has become more appealing because of several reasons such as simplifying the training and deployment process and positive performance transfer from high…
Voice-preserving Zero-shot Multiple Accent Conversion
Mumin Jin, Prashant Serai, Jilong Wu +3
Most people who have tried to learn a foreign language would have experienced difficulties understanding or speaking with a native speaker's accent. For native speakers, understand…
Learning ASR pathways: A sparse multilingual ASR model
Mu Yang, Andros Tjandra, Chunxi Liu +3
Neural network pruning compresses automatic speech recognition (ASR) models effectively. However, in multilingual ASR, language-agnostic pruning may lead to severe performance drop…
Nix-TTS: Lightweight and End-to-End Text-to-Speech via Module-wise Distillation
Rendi Chevi, Radityo Eko Prasojo, Alham Fikri Aji +2
Several solutions for lightweight TTS have shown promising results. Still, they either rely on a hand-crafted design that reaches non-optimum size or use a neural architecture sear…