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Real-time Voice Change System using Pitch Change

피치 변환을 사용한 실시간 음성 변환 시스템

  • 김원구 (군산대학교 전자정보공학부)
  • Published : 2004.10.01

Abstract

In this paper, real-time voice change method using pitch change technique is proposed to change one's voice to the other voice. For this purpose, sampling rate change method using DFT (Discrete Fourier Transform) method and time scale modification method using SOLA (Synchronized Overlap and Add) method is combined to change pitch. In order to evaluate the performance of the proposed method, voice transformation experiments were conducted. Experimental results showed that original speech signal is changed to the other speech signal in which original speaker's identity is difficult to find. The system is implemented using TI TMS320C6711DSK board to verify the system runs in real time.

본 논문에서는 음성을 본인이 아닌 사람의 음성으로 변환시키기 위하여 피치 변환 기법을 사용한 실시간 음성 변환 방법을 제안하였다 이러한 목적을 위하여 DFT((Discrete Fourier Transform)를 사용한 표본화율 변환 방법과 SOLA(Synchronized Overlap and Add) 방법을 사용한 시간축 변환 방법을 결합하여 피치를 변환시켰다 제안된 방법의 성능을 평가하기 위하여 음성 변환 실험을 수행하였다. 실험 결과에서 원 음성 신호는 원 화자의 신원을 알기가 어려운 음성 신호로 바뀌는 것을 알 수 있었다. 제안된 시스템은 시스템의 실시간으로 구현될 수 있는지 확인하기 위하여 TI TMS320C6711DSK 보드를 사용하여 구현되었다.

Keywords

References

  1. S. Roucos and A. M. Wilgus, "High quality time-scale modification for speech," proc. of ICASSP, vol. 1, pp. 493-469, 1985 https://doi.org/10.1109/ICASSP.1985.1168381
  2. J. Makhoul and A. E. Jaroudi, "Time-scale modification in medium to low rate speech coding," proc. of ICASSP, vol. 1, pp. 1705-1708, 1986 https://doi.org/10.1109/ICASSP.1986.1169252
  3. E. Hardam, "High-quality time scale modification of speech signals using fast synchronized-overlap-add algorithm," proc. of ICASSP, vol. 1, pp. 409-412, 1990 https://doi.org/10.1109/ICASSP.1990.115715
  4. E. Moulines and F. Charpentier, "Pitch Synchronous Waveform Processing Techniques for Text-to-speech Synthesis using Diphones," Speech Communication, vol. 9 (5/6), pp. 453-467, 1990 https://doi.org/10.1016/0167-6393(90)90021-Z
  5. E. Moulines and J. Laroche, "Non-parametric techniques for pitch-scale and time-scale modification of speech," Speech Communication, vol. 16, pp. 175-205, 1995 https://doi.org/10.1016/0167-6393(94)00054-E
  6. R. J. Mcaulay and T. F. Quatieri, "Speech transformations based on a sinusoidal representation," IEEE Trans. on Acoustic Speech and Signal Processing, vol. 34, No. 1, pp. 1449-1464, December, 1986 https://doi.org/10.1109/TASSP.1986.1164985
  7. T. F. Quatieri and R. J. Mcaulay, "Shape invariance time-scale & pitch modification of speech," IEEE Trans. on Acoustic Speech and Signal Processing, vol. 40, No. 3, pp. 497-510, March, 1992. https://doi.org/10.1109/78.120793
  8. T. Takgi and E. Miyasaka, "A speech prosody conversion system with a high quality speech analysis-synthesis method," proc. of EUROSPEECH '93, Berlin, pp. 995-998, 1993.
  9. J. Laroche, Y. Stylianou and E. Moulines, "HNS ; speech modification based on a harmonic + noise model," proc. of ICASSP, vol. 2, pp. 550-553, 1993. https://doi.org/10.1109/ICASSP.1993.319365
  10. M. A. Richards, "Helium speech enhancement using the short-time fourier transform," IEEE Trans. on Acoustic Speech and Signal Processing, vol. ASSP-30, No. 6, pp. 841-853, December, 1982. https://doi.org/10.1109/TASSP.1982.1163973
  11. P. J. Bloom, "High-quality digital audio in the entertainment industry: an overview to achievements and challenges," IEEE ASSP Magazine, pp. 2-25, October, 1985.
  12. Il Hyun Nam, "Voice personality transformation," Ph. D Thesis, Electrical Engineering Rensselaer Polytechnic Institute, Troy, NY, 1991.
  13. H. Valbret, E. Moulines, and J. P. Tubach, "Voice transformation using PSOLA technique," Speech Communication, vol. 11, pp. 175-187, 1992. https://doi.org/10.1016/0167-6393(92)90012-V
  14. K. S. Lee, D. H. Youn, and I. W. Cha, "Voice personality transformation using an orthogonal vector space conversion," proc. of EUROSPEECH '95, Madrid, pp. 427-430, 1995.
  15. N. Iwahashi and Y. Sagisaka, "Speech spectrum conversion based on speaker interpolation and multi-functional representation with weighting by radial basis function networks," Speech Communication, vol. 16, No. 2, pp. 139-152, 1995. https://doi.org/10.1016/0167-6393(94)00051-B
  16. H. Mizuno and M. Abe, "Voice conversion algorithm based on piecewise linear conversion rules of formant frequency and spectrum tilt," Speech Communication, vol. 16, No. 2, pp. 153-164, 1995. https://doi.org/10.1016/0167-6393(94)00052-C
  17. M. Narendranath, H. A. Murthy, S. Rajendran and B. Yegnanarayana, "Transformation of formants of voice conversion using artificial neural networks," Speech Communication, vol. 16, No. 2, pp. 207-216, 1995. https://doi.org/10.1016/0167-6393(94)00058-I
  18. M. Abe, S. Nakamura, K. Shikano and H. Kuwabara, "Voice conversion through vector quantization," proc. of ICASSP, vol. 1, pp. 565-568, 1988.
  19. M. Abe, "A segment-based approach to voice conversion," proc. of ICASSP, vol. 1, pp. 765-768, 1991.
  20. Y. Stylianou O. Cappe and E. Moulines, "Statistical methods for voice quality transformation," proc. of EUROSPEECH '95, Madrid, pp. 447-450, 1995.
  21. L. R. Rabiner and R. W. Schafer, "Digital Processing of Speech Signal", Prentice- Hall Inc., 1978.
  22. D. W. Griffin and J. S. Lim, "Signal estimation from the modified short -time fourier transform," IEEE Trans. on Acoustic Speech and Signal Processing, vol. ASSP-32, pp. 236-243, April, 1984 https://doi.org/10.1109/TASSP.1984.1164317