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Kannada Continuous Speech Recognition Using Deep Learning
- Conference paper
- First Online: 08 August 2024
- Cite this conference paper
- Shubhojeet Paul 9 ,
- Vandana Bhattacharjee 9 &
- Sujan Kumar Saha 10
Part of the book series: Communications in Computer and Information Science ((CCIS,volume 2093))
Included in the following conference series:
- International Conference on Advanced Network Technologies and Intelligent Computing
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Automatic Speech Recognition (ASR) is a prevalent approach for attaining human-machine interaction by enabling machines to transcribe speech data. We propose a Continuous Speech Recognition model in the Kannada language using deep learning techniques such as Convolutional Neural Networks (CNN) and Bidirectional Gated Recurrent Units (Bi-GRU). The model was trained and validated using 100 and 20 h of data, respectively. The experiment has generated encouraging results with a Character Error Rate (CER) of 15.62% and a Word Error Rate of 34.47% (WER).
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Shubhojeet Paul & Vandana Bhattacharjee
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Netaji Subhas University of Technology, New Delhi, India
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Paul, S., Bhattacharjee, V., Saha, S.K. (2024). Kannada Continuous Speech Recognition Using Deep Learning. In: Verma, A., Verma, P., Pattanaik, K.K., Dhurandher, S.K., Woungang, I. (eds) Advanced Network Technologies and Intelligent Computing. ANTIC 2023. Communications in Computer and Information Science, vol 2093. Springer, Cham. https://doi.org/10.1007/978-3-031-64067-4_17
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ಸ್ವಾಗತ ಭಾಷಣ ಮಾಡುವುದು ಹೇಗೆ ಎಂಬ ದ್ವಂದ್ವದಲ್ಲಿದ್ದೀರಾ? ಚಿಂತಿಸಬೇಡಿ. We have compiled a list of some of the best Kannada welcome speeches for a variety of occasions and events..
ಅತಿಥಿ ಅಥವಾ ತಂಡದ ಸದಸ್ಯರ ಗಮನಾರ್ಹ ಆಗಮನವನ್ನು ಗುರುತಿಸಲು ಎಲ್ಲಾ ...
ಸ್ವಾಗತ ಭಾಷಣ ಮಾಡುವುದು ಹೇಗೆ| ಸ್ವಾಗತ ಭಾಷಣ| Welcome speech in Kannada Kannada Excellence Academy 87.8K subscribers 100 11K views 1 year ago
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ಈ ಲೇಖನದಲ್ಲಿ ವಿಭಿನ್ನ ಸ್ವರಗಳು ಮತ್ತು ಶೈಲಿಗಳನ್ನು ಸೆರೆಹಿಡಿಯುವ 5 ವಿಶಿಷ್ಟವಾದ ವಿದಾಯ ಭಾಷಣಗಳನ್ನು (Farewell speech in kannada writing) ನಾವು ಸಂಗ್ರಹಿಸಿದ್ದೇವೆ.
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ಕನ್ನಡ ಸ್ವಾಗತ ಭಾಷಣ ಮಾಡುವ ವಿಧಾನ ಮತ್ತು ಸೂಕ್ತ ಪ್ರಾರ೦ಭ ಮು೦ತು ಹೇಳು
A guide to learning Kannada. Updated file added on July 14, 2021. Memrise vocabulary set linked as well. 2021 update: addition of news-related vocabulary and significant revisions to grammar and usage, especially regarding derived verbs.
This entry was posted in Speech and tagged Kannada Rajyotsava Bhashana, kannada rajyotsava speech in kannada, ಕನ್ನಡ ರಾಜ್ಯೋತ್ಸವ, ಕನ್ನಡ ರಾಜ್ಯೋತ್ಸವ ಭಾಷಣ .
This article clearly explained how to give vandanarpane speech in kannada. ಇದರ ಮೂಲಕ ನೀವು ವಂದನಾರ್ಪಣೆ ಭಾಷಣ ಮಾಡುವುದು ಹೇಗೆ ಎಂಬುದನ್ನು ಕಲಿತಿದ್ದೀರಿ ಎಂದು ನಾವು ಭಾವಿಸುತ್ತೇವೆ.
This entry was posted in Speech and tagged kannada rajyotsava speech in kannada, Speech about kannada raajyotsava in kannada, ಕನ್ನಡ ರಾಜ್ಯೋತ್ಸವದ ಬಗ್ಗೆ ಮಾಹಿತಿ, ಕನ್ನಡ ರಾಜ್ಯೋತ್ಸವದ ಭಾಷಣ .
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