Binary neural networks for classification of voice commands from throat microphone
FC Ribeiro, RTS Carvalho, PC Cortez… - IEEE …, 2018 - ieeexplore.ieee.org
Multi-class pattern classification has many applications including speech recognition, and it
is not easy to extend from two-class neural networks (NNs). This paper presents a study …
is not easy to extend from two-class neural networks (NNs). This paper presents a study …
A person identification system combining recognition of face and lip-read passwords
This paper presents a person identification system which combines recognition of facial
features as well as spoken word using visual features alone. It incorporates a face …
features as well as spoken word using visual features alone. It incorporates a face …
Deep neural network for robust speech recognition with auxiliary features from laser-Doppler vibrometer sensor
Recently, the signal captured from a laser Doppler vibrometer (LDV) sensor been used to
improve the noise robustness automatic speech recognition (ASR) systems by enhancing …
improve the noise robustness automatic speech recognition (ASR) systems by enhancing …
Improving recognition of speech system using multimodal approach
Building an ASR system in adverse conditions is a challenging task. The performance of the
ASR system is high in clean environments. However, the variabilities such as speaker effect …
ASR system is high in clean environments. However, the variabilities such as speaker effect …
A Study on Alternative Speech Sensor
This paper presents a study on alternative speech sensor for speech processing
applications. Noise robustness is one of the major considerations in speech processing …
applications. Noise robustness is one of the major considerations in speech processing …