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Research Article
ML-Driven Facial Synthesis from Spoken Words Using Conditional GANs
Vaishnavi Srivastava1
Sakshi Srivastava2
Sakshi Chauhan3
Divyakshi Yadav4
1234 B.Tech IT 4th Year, Institute of Technology & Management Gida Gorakhpur, Uttar Pradesh, India.
Published Online: January-February 2024
Pages: 16-19
Cite this article
↗ https://www.doi.org/10.59256/ijire.20240501004
References
1. 1.A.N.a.J.C.a.W.X. a.A. Zisserman, “'Vox celeb: Large-scale speaker verification in the wild” Computer Speech & Language, 2019.
a. W. T. a. D. V. a. A. K. a. S. B. a. B. A. A. Creswell, “Generative adversarial networks: An overview” IEE signal processing magazine,
vol. 35,pp.53—65,2018.
2. A.a.C.J.a.Z.A.Nagrani,“'Vox Celeb: alarge – scale speaker identification dataset',
3. C. L. a. T. M. a. G. M. J. a. T. P. Lortie, “Effects of age on the amplitude, frequency and perceived
4. voice,”Age, vol. 37, pp. 1--24, 2015.
5. M.a.O.S.Mirza,“Conditionalgenerativeadversarialnets,”2014.
a. M. H. H. L. K. &. V.-B. E. Kamachi, “Putting the face to the voice": matching identity
6. across modality.,”Biology, vol. 13, pp.1709--1714, 2003.
7. M. Biemans, “The effect of biological gender (sex) and social gender (gender identity) on three pitch
8. measures,” Linguistics in the Netherlands, vol. 15,pp. 41--52, 1998.
a. W. T. a. D. V. a. A. K. a. S. B. a. B. A. A. Creswell, “Generative adversarial networks: An overview” IEE signal processing magazine,
vol. 35,pp.53—65,2018.
2. A.a.C.J.a.Z.A.Nagrani,“'Vox Celeb: alarge – scale speaker identification dataset',
3. C. L. a. T. M. a. G. M. J. a. T. P. Lortie, “Effects of age on the amplitude, frequency and perceived
4. voice,”Age, vol. 37, pp. 1--24, 2015.
5. M.a.O.S.Mirza,“Conditionalgenerativeadversarialnets,”2014.
a. M. H. H. L. K. &. V.-B. E. Kamachi, “Putting the face to the voice": matching identity
6. across modality.,”Biology, vol. 13, pp.1709--1714, 2003.
7. M. Biemans, “The effect of biological gender (sex) and social gender (gender identity) on three pitch
8. measures,” Linguistics in the Netherlands, vol. 15,pp. 41--52, 1998.
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