← Search

Chulayuth Asawaroengchai

2 accepted papers

2024

Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM

ICLR 2024poster

We present Spectron, a novel approach to adapting pre-trained large language models (LLMs) to perform spoken question answering (QA) and speech continuation. By endowing the LLM with a pre-trained speech encoder, our model becomes able to take speech inputs and generate speech outputs. The entire sy…

Cited by 40SourcePDFScholar
2024

Translatotron 3: Speech to Speech Translation with Monolingual Data

ICASSP 2024accepted

This paper presents Translatotron 3, a novel approach to unsupervised direct speech-to-speech translation from monolingual speech-text datasets by combining masked autoencoder, unsupervised embedding mapping, and back-translation. Experimental results in speech-to-speech translation tasks between Sp…

Cited by 0SourceScholar