Taku Kato

Reinforcement Learning of Speech Recognition System Based on Policy Gradient and Hypothesis Selection

Automatic speech recognition (ASR) systems have achieved high recognition performance for several tasks. However, the performance of such systems is dependent on the tremendously costly development work of preparing vast amounts of task-matched transcribed speech data for supervised training. The ke…