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- Vol. 5 Issue 3
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Sign Language to Text and Audio Converter
Authors
1 Dean, Department of Computer Engineering, ATS. Sanjay Bhokare Group of Institute, Faculty of Polytechnic, Miraj, Maharashtra, India. 2 HOD, Department of Computer Engineering, ATS. Sanjay Bhokare Group of Institute, Faculty of Polytechnic, Miraj, Maharashtra, India. 3 4 5 6 Department of Computer Engineering, ATS. Sanjay Bhokare Group of Institute, Faculty of Polytechnic, Miraj, Maharashtra, India.
Article Information
- Published In
- Volume 5, Issue 3 (2026)
- Published Online
- September-December 2026
- Pages
- 413-416
- Article Type
- Original Article
- Check for updates
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References
1. B. K. Triwijoyo, L. Y. R. Karnaen, and A. Adil, “Deep learning approach for sign language recognition,” Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI), vol. 9, no. 1, pp. 12–21, 2023, doi: 10.26555/jiteki.v9i1.25051.
2. S. K. Adhikari, P. Neupane, S. Mainali, U. Regmi, and P. Chapagain, “American sign language classification using CNNs: A comparative study,” in Proc. KEC Conference, 2024, doi: 10.3126/injet.v1i2.66704.
3. V. Palla, “Sign language recognition and text-to-speech translation,” M.Sc. research project, Dept. of Artificial Intelligence, National College of Ireland, 2023.
4. B. Fonya and C. Worrell, “Real-time sign language gestures to speech transcription using deep learning,” arXiv:2508.12713, 2025.
5. Wilson and L. Steephen, “Sign language to text conversion using CNN,” Indian Journal of Data Mining, vol. 4, no. 1, pp. 9–12, May 2024, doi: 10.54105/ijdm.A1634.04010524.
6. F. Zhang et al., “MediaPipe Hands: On-device real-time hand tracking,” arXiv:2006.10214, 2020.
7. D. P. Kingma and J. Ba, “Adam: A method for stochastic optimization,” in Proc. Int. Conf. Learning Representations (ICLR), 2015.
2. S. K. Adhikari, P. Neupane, S. Mainali, U. Regmi, and P. Chapagain, “American sign language classification using CNNs: A comparative study,” in Proc. KEC Conference, 2024, doi: 10.3126/injet.v1i2.66704.
3. V. Palla, “Sign language recognition and text-to-speech translation,” M.Sc. research project, Dept. of Artificial Intelligence, National College of Ireland, 2023.
4. B. Fonya and C. Worrell, “Real-time sign language gestures to speech transcription using deep learning,” arXiv:2508.12713, 2025.
5. Wilson and L. Steephen, “Sign language to text conversion using CNN,” Indian Journal of Data Mining, vol. 4, no. 1, pp. 9–12, May 2024, doi: 10.54105/ijdm.A1634.04010524.
6. F. Zhang et al., “MediaPipe Hands: On-device real-time hand tracking,” arXiv:2006.10214, 2020.
7. D. P. Kingma and J. Ba, “Adam: A method for stochastic optimization,” in Proc. Int. Conf. Learning Representations (ICLR), 2015.
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