Takuya Yoshioka

Noise robust speech recognition using recent developments in neural networks for computer vision

2016

Convolutional Neural Networks (CNNs) are superior to fully connected neural networks in various speech recognition tasks and the advantage is pronounced in noisy environments. In recent years, many techniques have been proposed in the computer …

Profile-Error-Tolerant Target-Speaker Voice Activity Detection

2023 · arXiv (Cornell University)

Target-Speaker Voice Activity Detection (TS-VAD) utilizes a set of speaker profiles alongside an input audio signal to perform speaker diarization. While its superiority over conventional methods has been demonstrated, the method can suffer from errors …