Abstract: End-to-end automatic speech recognition (ASR) systems have gained popularity given ... we propose the factorized attention-based encoder-decoder (Factorized AED) model whose decoder takes as ...

The project focuses on building an automatic speech recognition (ASR) system that ... is to implement a Transformer-based model for speech-to-text transcription, following an encoder-decoder ...

BiGRU encoder + Attention decoder, based on "Listen, Attend and Spell" 1. The acoustic features are 80-dimensional filter banks. They are stacked every 3 consecutive frames, so the time resolution is ...

Although encoder-decoder networks with attention have achieved impressive results in many sequence-to-sequence tasks, the mechanisms behind such networks’ generation of appropriate attention matrices ...

Many computational methods have been proposed to predict drug–drug interactions (DDIs), which can occur when combining drugs to treat various diseases, but most mainly utilize single-source features ...

End-to-end automatic speech recognition (ASR) systems have gained popularity given their simplified architecture and promising results. However, text-only domain adaptation remains a big challenge for ...