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US3649765A Expired / Lapsed US ⏱️ 0.0 years remaining

Speech analyzer-synthesizer system employing improved formant extractor

Assignee: AT&T Inc
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Filing: 1969-10-29
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Granted: 1972-03-14
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Expires: 1989-10-29
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Abstract

Abstract An important step in speech signal analysis is the identification of formant frequencies of voiced speech. Formant data is necessary in the synthesizer used, for example, in a resonance vocoder. To derive these data, i.e., to obtain an estimate of the pitch period of the signal and its spectral envelope, a cepstrum of a speech signal is used. The lowest three formants of a voiced speech signal are then estimated from a smoothed spectral envelope using constraints on formant frequency ranges and relative levels of spectral peaks at the formant frequencies. These constraints allow detection in cases where formants are too close together to be resolved from the initial spectral envelope.

Inventors

  • 👤 Lawrence R Rabiner
  • 👤 Ronald W Schafer

Bibliographic Details

Application Number —
Jurisdiction US
Data Source google_patents
Last Synchronized 2026-11-05 10:39
CPC Classifications
G; G10; G10L; G10L19/00; G10L19/02

Claims Analysis

Total Claims: 16
Claim 1
Independent Claim 101 words
Speech analysis apparatus for locating formants of a voiced speech signal, which comprises: means supplied with a speech signal for developing a signal representative of a smoothed spectral envelope thereof, means supplied with said spectral envelope signal for developing signals representative of the location and amplitude of peaks within assigned frequency ranges in said speech signal, said ranges being selected to encompass a prescribed frequency range of said speech signal with predetermined segments of overlap and means responsive to said peak representative signals for selecting as formants of said speech signal the highest amplitude peaks according to location within said ranges.
Claim 2
Dependent Claim 101 words
Speech analysis apparatus for locating formants of a voiced speech signal, which comprises: means supplied with a speech signal for developing a signal representative of a smoothed spectral envelope thereof, means supplied with said spectral envelope signal for developing signals representative of the location and amplitude of peaks within assigned frequency ranges in said speech signal, said ranges being selected to encompass a prescribed frequency range of said speech signal with predetermined segments of overlap and means responsive to said peak representative signals for selecting as formants of said speech signal the highest amplitude peaks according to location within said ranges.
Claim 3
Dependent Claim 142 words
Speech analysis apparatus for locating formants of voiced speech signals, which comprises: means for developing a signal representative of the cepstrum of an applied speech signal, means for developing from said cepstrum signal a signal representative of the spectral envelope of said speech signal, means for evaluating said spectral envelope signal along a contour close to the pole locations in the complex frequency plane thereby to produce a signal in which spectrum peaks are sharpened, means responsive both to said spectral envelope signal and selectively to said cepstrum signal for developing signals representative of the location and amplitude of all peaks in said spectral envelope signal, means responsive to said peak location signal for selecting and ordering in frequency the highest of said amplitude peaks, and means for identifying said selected and ordered peak location signals as formants of said applied signal.
Claim 4
Dependent Claim 142 words
Speech analysis apparatus for locating formants of voiced speech signals, which comprises: means for developing a signal representative of the cepstrum of an applied speech signal, means for developing from said cepstrum signal a signal representative of the spectral envelope of said speech signal, means for evaluating said spectral envelope signal along a contour close to the pole locations in the complex frequency plane thereby to produce a signal in which spectrum peaks are sharpened, means responsive both to said spectral envelope signal and selectively to said cepstrum signal for developing signals representative of the location and amplitude of all peaks in said spectral envelope signal, means responsive to said peak location signal for selecting and ordering in frequency the highest of said amplitude peaks, and means for identifying said selected and ordered peak location signals as formants of said applied signal.
Claim 5
Dependent Claim 142 words
Speech analysis apparatus for locating formants of a voiced speech signal, which comprises: means for developing a signal representative of the smoothed spectral envelope of an applied speech signal, means for locating all peaks in said spectral envelope signal, means for developing signals representative of the location and amplitude of each of said located peaks within assigned frequency ranges, said ranges being selected to encompass a selected frequency range of said applied signal with prescribed segments of overlap, means responsive to said peak location signals for selecting the highest amplitude peak in each of said ranges, means for identifying as formants of said applied signal said selected peaks which occur in nonoverlapping segments of said ranges, and means for identifying as formants of said applies signal the highest amplitude peaks according to their location, which occur in overlapping segments of said ranges.
Claim 6
Dependent Claim 142 words
Speech analysis apparatus for locating formants of a voiced speech signal, which comprises: means for developing a signal representative of the smoothed spectral envelope of an applied speech signal, means for locating all peaks in said spectral envelope signal, means for developing signals representative of the location and amplitude of each of said located peaks within assigned frequency ranges, said ranges being selected to encompass a selected frequency range of said applied signal with prescribed segments of overlap, means responsive to said peak location signals for selecting the highest amplitude peak in each of said ranges, means for identifying as formants of said applied signal said selected peaks which occur in nonoverlapping segments of said ranges, and means for identifying as formants of said applies signal the highest amplitude peaks according to their location, which occur in overlapping segments of said ranges.
Claim 7
Dependent Claim 21 words
Apparatus as defined in claim 3, in combination with, spectral analysis means for enhancing said peaks in said spectral envelope signal.
Claim 8
Dependent Claim 161 words
Speech analysis apparatus for locating formants of voiced speech signals, which comprises: means for developing a signal representative of the pitch period of an applied speech signal, means for selectively weighting said applied speech signals with a symmetric window function of said pitch period signal, means supplied with said weighted speech signal for developing a signal representative of the smoothed spectral envelope of said applies speech signal, means for locating all peaks in said spectral envelope signal, means for developing signals representative of the location and amplitude of each of said located peaks within assigned frequency ranges, means responsive to said peak location signals for selecting the highest amplitude peak in each of said ranges, means for identifying as formants of said applied signal said selected peaks which occur in nonoverlapping segments of said ranges, and means for identifying as formants of said applied signal the highest amplitude peaks according to their location, which occur in overlapping segments of said ranges.
Claim 9
Dependent Claim 161 words
Speech analysis apparatus for locating formants of voiced speech signals, which comprises: means for developing a signal representative of the pitch period of an applied speech signal, means for selectively weighting said applied speech signals with a symmetric window function of said pitch period signal, means supplied with said weighted speech signal for developing a signal representative of the smoothed spectral envelope of said applies speech signal, means for locating all peaks in said spectral envelope signal, means for developing signals representative of the location and amplitude of each of said located peaks within assigned frequency ranges, means responsive to said peak location signals for selecting the highest amplitude peak in each of said ranges, means for identifying as formants of said applied signal said selected peaks which occur in nonoverlapping segments of said ranges, and means for identifying as formants of said applied signal the highest amplitude peaks according to their location, which occur in overlapping segments of said ranges.
Claim 10
Dependent Claim 32 words
Apparatus as defined in claim 5 wherein said applied speech signals are weighted with a window function with a duration of approximately three times the pitch period of said applied speech signals.
Claim 11
Dependent Claim 65 words
Apparatus for analyzing speech frequency signals, which comprises: means for counting the zero axis crossings of an applied speech signal, means for developing a signal representative of the cepstrum of said speech signal, and means responsive to said zero crossing count and to said cepstrum signal for determining therefrom the voiced-unvoiced character of said speech signal and, if voiced, the pitch period of said signal.
Claim 12
Dependent Claim 65 words
Apparatus for analyzing speech frequency signals, which comprises: means for counting the zero axis crossings of an applied speech signal, means for developing a signal representative of the cepstrum of said speech signal, and means responsive to said zero crossing count and to said cepstrum signal for determining therefrom the voiced-unvoiced character of said speech signal and, if voiced, the pitch period of said signal.
Claim 13
Dependent Claim 198 words
A speech signal analyzer system for producing coded signals from applied speech signals, which comprises: means for developing a signal representative of the smoothed spectrum of an applied speech signal, means for locating all peaks in said spectrum, means responsive to said located peaks and selectively to said spectrum for developing, during voiced intervals of said speech signal, control signals represeNtative of the location of the highest of said spectrum peaks in a prescribed order as formants of said applied signal, means responsive to said spectrum for developing control signals representative of the level of said applied signal during voiced and unvoiced intervals, respectively, means for developing a signal representative of the cepstrum of said applied speech signal, means responsive to a count of zero axis crossings in said applied signal and to said cepstrum for developing a signal representative of the voicing character of said applied signal and the pitch period of voiced intervals thereof, means responsive to said peak signals for developing a signal representative of the pole and zero locations for unvoiced intervals of said applied signal, and means for utilizing all of said developed signals as a coded representation of said applied speech signal.
Claim 14
Dependent Claim 198 words
A speech signal analyzer system for producing coded signals from applied speech signals, which comprises: means for developing a signal representative of the smoothed spectrum of an applied speech signal, means for locating all peaks in said spectrum, means responsive to said located peaks and selectively to said spectrum for developing, during voiced intervals of said speech signal, control signals represeNtative of the location of the highest of said spectrum peaks in a prescribed order as formants of said applied signal, means responsive to said spectrum for developing control signals representative of the level of said applied signal during voiced and unvoiced intervals, respectively, means for developing a signal representative of the cepstrum of said applied speech signal, means responsive to a count of zero axis crossings in said applied signal and to said cepstrum for developing a signal representative of the voicing character of said applied signal and the pitch period of voiced intervals thereof, means responsive to said peak signals for developing a signal representative of the pole and zero locations for unvoiced intervals of said applied signal, and means for utilizing all of said developed signals as a coded representation of said applied speech signal.
Claim 15
Dependent Claim 342 words
A speech signal analyzer-synthesizer system with reduced channel bandwidth requirements, which comprises: at an analyzer station, means for developing a signal representative of the smoothed spectrum of an applied speech signal, means for locating all peaks in said spectrum, means responsive to an indication of said located peaks and selectively to said spectrum signal for developing, during voiced intervals of said speech signal, control signals representative of the location of the highest of said amplitude peaks in a prescribed order as formants of said applied signal, means responsive to said spectrum signal for developing signals representative of the level of said applied signal during voiced and unvoiced intervals, respectively, means for developing a signal representative of the cepstrum of said applied signal, means responsive to a count of zero axis crossings in said applied signal and to said cepstrum signal for developing signals representative of the voicing character of said applied signal and the pitch period of voiced intervals thereof, means responsive to said peak signals for developing signals representative of the pole and zero locations for unvoiced intervals of said applied signal, and means responsive to all of said developed signals for delivering them to a synthesizer station, and at said synthesizer station, means responsive to received unvoiced level control signals for adjusting the level of a source of noise signals, a system of unvoiced resonant circuits energized by said adjusted noise signals, means for adjusting said resonant system with said pole and zero location signals to produce an unvoiced signal, generator means responsive to said pitch period control signal for developing pulses at pitch frequency, means for adjusting the amplitude of said pulses according to said level control signal during voiced signals of said applied signal, a system of resonant circuits energized by said control pulse signals and by said formant signals to produce a voiced signal, means for combining said voiced and unvoiced signals, means for shaping the spectrum of said combined signal, and means for utilizing said shaped spectrum signal as a replica of said applied speech signal.
Claim 16
Dependent Claim 342 words
A speech signal analyzer-synthesizer system with reduced channel bandwidth requirements, which comprises: at an analyzer station, means for developing a signal representative of the smoothed spectrum of an applied speech signal, means for locating all peaks in said spectrum, means responsive to an indication of said located peaks and selectively to said spectrum signal for developing, during voiced intervals of said speech signal, control signals representative of the location of the highest of said amplitude peaks in a prescribed order as formants of said applied signal, means responsive to said spectrum signal for developing signals representative of the level of said applied signal during voiced and unvoiced intervals, respectively, means for developing a signal representative of the cepstrum of said applied signal, means responsive to a count of zero axis crossings in said applied signal and to said cepstrum signal for developing signals representative of the voicing character of said applied signal and the pitch period of voiced intervals thereof, means responsive to said peak signals for developing signals representative of the pole and zero locations for unvoiced intervals of said applied signal, and means responsive to all of said developed signals for delivering them to a synthesizer station, and at said synthesizer station, means responsive to received unvoiced level control signals for adjusting the level of a source of noise signals, a system of unvoiced resonant circuits energized by said adjusted noise signals, means for adjusting said resonant system with said pole and zero location signals to produce an unvoiced signal, generator means responsive to said pitch period control signal for developing pulses at pitch frequency, means for adjusting the amplitude of said pulses according to said level control signal during voiced signals of said applied signal, a system of resonant circuits energized by said control pulse signals and by said formant signals to produce a voiced signal, means for combining said voiced and unvoiced signals, means for shaping the spectrum of said combined signal, and means for utilizing said shaped spectrum signal as a replica of said applied speech signal.

References Cited (Backward Citations)

US2938079A Cited
US3190963A Cited
US3268660A Cited
US3328525A Cited
US3493684A Cited
US3448216A Cited

USPTO Annuity & Maintenance Windows

Annuity Stage Window Opens Payment Deadline Surcharge Period Until Estimated Fee Status
3.5 Years (Year 4) 1975-03-14 1975-09-13 1976-03-14 $2000.00 Window Closed / Lapsed
7.5 Years (Year 8) 1979-03-14 1979-09-13 1980-03-14 $3760.00 Window Closed / Lapsed
11.5 Years (Year 12) 1983-03-14 1983-09-13 1984-03-14 $7700.00 Window Closed / Lapsed

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