Lightweight End-to-End Speech Recognition from Raw Audio Data Using Sinc-Convolutions

no code implementations • 15 Oct 2020 • Ludwig Kürzinger, Nicolas Lindae, Palle Klewitz, Gerhard Rigoll

For this, we propose Lightweight Sinc-Convolutions (LSC) that integrate Sinc-convolutions with depthwise convolutions as a low-parameter machine-learnable feature extraction for end-to-end ASR systems.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1