2 papers
cs.CL2025
Mixture of LoRA Experts for Low-Resourced Multi-Accent Automatic Speech Recognition
Raphaël Bagat, Irina Illina, Emmanuel Vincent
We aim to improve the robustness of Automatic Speech Recognition (ASR) systems against non-native speech, particularly in low-resourced multi-accent settings. We introduce Mixture…
eess.AS2025
An Exhaustive Evaluation of TTS- and VC-based Data Augmentation for ASR
Sewade Ogun, Vincent Colotte, Emmanuel Vincent
Augmenting the training data of automatic speech recognition (ASR) systems with synthetic data generated by text-to-speech (TTS) or voice conversion (VC) has gained popularity in r…