End-to-End Multi-dialect Malayalam Speech Recognition Using Deep-CNN, LSTM-RNN, and Machine Learning Approaches

Author:

Thandil Rizwana KallooraviORCID,Mohamed Basheer K. P.ORCID,Muneer V. K.ORCID

Publisher

Springer Nature Singapore

Reference12 articles.

1. Yang C-HH et al (2021) Decentralizing feature extraction with quantum convolutional neural network for automatic speech recognition. In: ICASSP 2021—2021 IEEE international conference on acoustics, speech, and signal processing (ICASSP), pp 6523–6527. https://doi.org/10.1109/ICASSP39728.2021.9413453

2. Zhu Q-S, Zhang J, Zhang Z-Q, Wu M-H, Fang X, Dai L-R (2022) A noise-robust self-supervised pre-training model based speech representation learning for automatic speech recognition. In: ICASSP 2022—2022 IEEE international conference on acoustics, speech and signal processing (ICASSP), pp 3174–3178. https://doi.org/10.1109/ICASSP43922.2022.9747379

3. Hamed I, Denisov P, Li C-Y, Elmahdy M, Abdennadher S, Vu NT (2022) Investigations on speech recognition systems for low-resource dialectal Arabic–English code-switching speech. Comput Speech Lang 72:101278. ISSN 0885-2308. https://doi.org/10.1016/j.csl.2021.101278

4. Hida R, Hamada M, Kamada C, Tsunoo E, Sekiya T, Kumakura T (2022) Polyphone disambiguation and accent prediction using pre-trained language models in Japanese TTS front-end. In: ICASSP 2022—2022 IEEE international conference on acoustics, speech and signal processing (ICASSP), pp 7132–7136. https://doi.org/10.1109/ICASSP43922.2022.9746212

5. Purwar A, Sharma H, Sharma Y, Gupta H, Kaur A (2022) Accent classification using machine learning and deep learning models. In: 2022 1st international conference on informatics (ICI), pp 13–18. https://doi.org/10.1109/ICI53355.2022.9786885

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