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Pitch-Synchronous Analysis of Human Voice
C Julian Chen1, Donald A Miller2
1Department of Applied Physics and Applied Mathematics, Columbia University, New York, New York.
This study introduces a novel pitch-synchronous voice analysis method using simultaneous voice and electroglottograph (EGG) signals. This technique accurately visualizes pitch marks and timbre spectra, enhancing our understanding of human voice production.
Area of Science:
- Acoustics and Signal Processing
- Bioengineering
- Speech Science
Background:
- Traditional spectrograms mix pitch and timbre information due to fixed windowing.
- Understanding human voice production requires precise separation of these elements.
Purpose of the Study:
- To develop a pitch-synchronous segmentation method for voice signals.
- To achieve high-resolution visual representations of pitch marks and timbre spectra.
- To gain deeper insights into the human voice production process.
Main Methods:
- Simultaneous acquisition of voice and electroglottograph (EGG) signals.
- Pitch-synchronous segmentation of voice signals based on EGG derivatives or voice signal analysis.
- Fourier analysis applied to individual pitch periods without window functions.
- Development of specialized software for pitch-synchronous spectrograms.
Main Results:
- A novel method cleanly separates pitch and timbre information.
- High-resolution and accurate graphical representations of pitch marks and timbre spectra are generated.
- Modern data substantiates the transient theory of voice production.
- Individual display of timbre spectra and power evolution patterns within each pitch period is possible.
Conclusions:
- Each glottal closing generates a decaying wave, with voice being a superposition of these waves.
- The developed pitch-synchronous method, using EGG data, enables accurate timbre spectrum and power evolution pattern analysis.
- This approach provides a more precise understanding of voice production mechanisms.
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