Manabu Nagao

Simultaneous Speech Recognition and Acoustic Event Detection Using an LSTM-CTC Acoustic Model and a WFST Decoder

This paper proposes a new approach to simultaneous speech recognition and acoustic event detection of spontaneous speech based on one-pass decoding without rescoring. In this approach, an LSTM (long short-term memory) acoustic model outputs probabilities of acoustic event symbols, such as filler sym…