Big model only for hard audios: Sample dependent Whisper model selection for efficient inferences

Hugo Malard, Salah Zaiem, Robin Algayres

Recent progress in Automatic Speech Recognition (ASR) has been coupled with a substantial increase in the model sizes, which may now contain billions of parameters, leading to slow…