Leveraging Audio-LLMs to Filter Speech-to-Speech Training Data

Qixu Chen, Satoshi Nakamura

Large-scale mined corpora provide abundant training data for end-to-end speech-to-speech translation (S2ST) but may contain noise, misalignment, and semantic errors. Filtering nois…