Deep Learning for Robust Speech Command Recognition Using Convolutional Neural Networks (CNN)

Author:

Cantiabela Zahra1ORCID,Pardede Hilman F.2ORCID,Zilvan Vicky2ORCID,Sulandari Winita1ORCID,Yuwana Raden Sandra2ORCID,Supianto Ahmad Afif2ORCID,Krisnandi Dikdik2ORCID

Affiliation:

1. Universitas Sebelas Maret, Indonesia

2. National Research and Innovation Agency (BRIN), Indonesia

Funder

National Research and Innovation Agency

Publisher

ACM

Reference21 articles.

1. Convolutional Neural Networks for Speech Recognition

2. Speech Recognition using Convolution Deep Neural Networks

3. Jun Du Qing Wang Tian Gao Yong Xu Li-Rong Dai and Chin-Hui Lee. 2014. Robust speech recognition with speech enhanced deep neural networks. In Fifteenth annual conference of the international speech communication association. Jun Du Qing Wang Tian Gao Yong Xu Li-Rong Dai and Chin-Hui Lee. 2014. Robust speech recognition with speech enhanced deep neural networks. In Fifteenth annual conference of the international speech communication association.

4. Sakshi Dua , Sethuraman Sambath Kumar , Yasser Albagory , Rajakumar Ramalingam , Ankur Dumka , Rajesh Singh , Mamoon Rashid , Anita Gehlot , Sultan  S. Alshamrani , and Ahmed Saeed AlGhamdi . 2022. Developing a Speech Recognition System for Recognizing Tonal Speech Signals Using a Convolutional Neural Network. Applied Sciences 12, 12 ( 2022 ). https://doi.org/10.3390/app12126223 10.3390/app12126223 Sakshi Dua, Sethuraman Sambath Kumar, Yasser Albagory, Rajakumar Ramalingam, Ankur Dumka, Rajesh Singh, Mamoon Rashid, Anita Gehlot, Sultan S. Alshamrani, and Ahmed Saeed AlGhamdi. 2022. Developing a Speech Recognition System for Recognizing Tonal Speech Signals Using a Convolutional Neural Network. Applied Sciences 12, 12 (2022). https://doi.org/10.3390/app12126223

5. Jean-Paul Haton . 1999. Neural networks for automatic speech recognition: a review . In Speech Processing, Recognition and Artificial Neural Networks, Gerard Chollet, Maria Gabriella Di Benedetto, Anna Esposito, and Maria Marinaro (Eds.). Springer London , London , 259–280. Jean-Paul Haton. 1999. Neural networks for automatic speech recognition: a review. In Speech Processing, Recognition and Artificial Neural Networks, Gerard Chollet, Maria Gabriella Di Benedetto, Anna Esposito, and Maria Marinaro (Eds.). Springer London, London, 259–280.

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