Phone mismatch penalty matrices for two-stage keyword spotting via multi-pass phone recognizer

In this paper, we propose a novel approach to estimate three types of phone mismatch penalty matrices for two-state keyword spotting. When the output of a phone recognizer is given, text matching with the phone sequences provided by the specified keyword using the proposed phone mismatch penalty matrices is carried out to detect a specific keyword. The penalty matrices which is estimated from the training data through deliberate error generation are accounting for substitution, insertion and deletion errors. In comparative experiments on a Korean continuous speech recognition task, the proposed approach has shown a significant improvement.

• Type: Journal
• Year: 2010
• Where: INTERSPEECH
• Authors: Chang Woo Han, Shin Jae Kang, Chul Min Lee, Nam Soo Kim
• Keywords: Deliberate Error Generation, INTERSPEECH 2010, Mismatch Penalty Matrices, Phone Mismatch Penalty, Signal Processing