US5216747A
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US
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Voiced/unvoiced estimation of an acoustic signal
Assignee: Digital Voice Systems Inc
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Filing: 1991-11-21
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Granted: 1993-06-01
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Expires: 2011-11-21
Abstract
Abstract The pitch estimation method is improved. Sub-integer resolution pitch values are estimated in making the initial pitch estimate; the sub-integer pitch values are preferably estimated by interpolating intermediate variables between integer values. Pitch regions are used to reduce the amount of computation required in making the initial pitch estimate. Pitch-dependent resolution is used in making the initial pitch estimate, with higher resolution being used for smaller values of pitch. The accuracy of the voiced/unvoiced decision is improved by making the decision dependent on the energy of the current segment relative to the energy of recent prior segments; if the relative energy is low, the current segment favors an unvoiced decision; if high, it favors a voiced decision. Voiced harmonics are generated using a hybrid approach; some voiced harmonics are generated in the time domain, whereas the remaining harmonics are generated in the frequency domain; this preserves much of the computational savings of the frequency domain approach, while at the same time improving speech quality. Voiced harmonics generated in the frequency domain are generated with higher frequency accuracy; the harmonics are frequency scaled, transformed into the time domain with a Discrete Fourier Transform, interpolated and then time scaled.
Inventors
- 👤 John C. Hardwick
- 👤 Jae S. Lim
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-31 17:25
CPC Classifications
G; G10; G10L; G10L25/00; G10L25/90; G10L19/00; G10L19/04; G10L19/08; G10L19/087; G10L25/93
Claims Analysis
Total Claims: 14
Claim 1
Independent Claim
189 words
A method for encoding an acoustic signal, the method comprising the steps of: A. breaking the signal into segments, each of the segments representing one of a succession of time intervals; B. breaking each of said segments into a plurality of frequency bands; and C. considering in turn each of the segments as the current segment, and for each of a plurality of said frequency bands of the current segment making a voiced/unvoiced decision by a method comprising the steps of: evaluating a voicing measure for said frequency band; making the voiced/unvoiced decision for said frequency band based upon a comparison between the voicing measure and a threshold; determining an energy measure of the current segment; determining a measure of the signal energy of one or more recent prior segments; comparing the energy measure of the current segment to the measure of the signal energy of the one or more recent prior segments; and adjusting the threshold to make a voiced decision more likely when the energy measure of the current segment is greater than the measure of the signal energy of the one or more recent prior segments.
Claim 2
Independent Claim
189 words
A method for encoding an acoustic signal, the method comprising the steps of: A. breaking the signal into segments, each of the segments representing one of a succession of time intervals; B. breaking each of said segments into a plurality of frequency bands; and C. considering in turn each of the segments as the current segment, and for each of a plurality of said frequency bands of the current segment making a voiced/unvoiced decision by a method comprising the steps of: evaluating a voicing measure for said frequency band; making the voiced/unvoiced decision for said frequency band based upon a comparison between the voicing measure and a threshold; determining an energy measure of the current segment; determining a measure of the signal energy of one or more recent prior segments; comparing the energy measure of the current segment to the measure of the signal energy of the one or more recent prior segments; and adjusting the threshold to make a voiced decision more likely when the energy measure of the current segment is greater than the measure of the signal energy of the one or more recent prior segments.
Claim 3
Independent Claim
189 words
A method for encoding an acoustic signal, the method comprising the steps of: A. breaking the signal into segments, each of the segments representing one of a succession of time intervals; B. breaking each of said segments into a plurality of frequency bands; and C. considering in turn each of the segments as the current segment, and for each of a plurality of said frequency bands of the current segment making a voiced/unvoiced decision by a method comprising the steps of: evaluating a voicing measure for said frequency band; making the voiced/unvoiced decision for said frequency band based upon a comparison between the voicing measure and a threshold; determining an energy measure of the current segment; determining a measure of the signal energy of one or more recent prior segments; comparing the energy measure of the current segment to the measure of the signal energy of the one or more recent prior segments; and adjusting the threshold to make an unvoiced decision more likely when the energy measure of the current segment is less than the measure of the signal energy of the one or more recent prior segments.
Claim 4
Independent Claim
189 words
A method for encoding an acoustic signal, the method comprising the steps of: A. breaking the signal into segments, each of the segments representing one of a succession of time intervals; B. breaking each of said segments into a plurality of frequency bands; and C. considering in turn each of the segments as the current segment, and for each of a plurality of said frequency bands of the current segment making a voiced/unvoiced decision by a method comprising the steps of: evaluating a voicing measure for said frequency band; making the voiced/unvoiced decision for said frequency band based upon a comparison between the voicing measure and a threshold; determining an energy measure of the current segment; determining a measure of the signal energy of one or more recent prior segments; comparing the energy measure of the current segment to the measure of the signal energy of the one or more recent prior segments; and adjusting the threshold to make an unvoiced decision more likely when the energy measure of the current segment is less than the measure of the signal energy of the one or more recent prior segments.
Claim 5
Dependent Claim
45 words
The method of claim 2 comprising the further step of adjusting the threshold to make a voiced decision more likely when the energy measure of the current segment is greater than the measure of the signal energy of the one or more recent prior segments.
Claim 6
Independent Claim
43 words
The method of claim, 1, 2 or 3 wherein the energy measure of the current segment ξ 0 is ##EQU18## wherein ω is frequency, H(ω) is a frequency dependent weighting function, and S w (ω) is the Fourier transform of the acoustic signal.
Claim 7
Dependent Claim
59 words
The method of claim 1, 2 or 3 wherein the voicing measure,D 1 , is ##EQU19## wherein w is a windowing function, S w (ω) is the Fourier transform of the acoustic signal, S w (ω) is the voiced spectrum used to model the acoustic signal, ω is frequency, and Ω i are the boundaries of the frequency bands.
Claim 8
Dependent Claim
128 words
The method of claim 1, 2 or 3 wherein said threshold, T.sub.ξ (P,ω), is updated according to the equation T.sub.ξ (P,ω)=T(P,ω)·M(ξ.sub.0,ξ.sub.avg,ξ.sub.min,.xi..sub.max) wherein ξ 0 is the energy measure of the current segment, ξ avg is an average local energy calculated according to the recurrence equation ξ.sub.avg =(1-γ.sub.0)ξ.sub.avg +γ.sub.0 ·ξ.sub.0 ξ max is a maximum local energy calculated according to the recurrence equation ##EQU20## ξ min is a minimum local energy calculated according to the recurrence equation ##EQU21## M(ξ 0 , ξ avg , ξ min , ξ max ) is calculated by the equation ##EQU22## P is pitch, and λ 0 , λ 1 , λ 2 , μ, ξ silence γ 0 , γ 1 , γ 2 , γ 3 , γ 4 , are constants.
Claim 9
Independent Claim
166 words
A method for encoding an acoustic signal, the method comprising the steps of: A. breaking the signal into segments, each of the segments representing one of a succession of time intervals; B. considering in turn each of the segments as the current segment, and making a voiced/unvoiced decision for at least a frequency band of the current segment by a method comprising the steps of: evaluating a voicing measure for said frequency band; making the voiced/unvoiced decision for said frequency band based upon a comparison between the voicing measure and a threshold; determining an energy measure of the current segment; determining a measure of the signal energy of one or more consecutive preceding segments; comparing the energy measure of the current segment to the measure of the signal energy of the consecutive preceding segments; adjusting the threshold to make a voiced decision more likely when the energy measure of the current segment is greater than the measure of the signal energy of the consecutive preceding segments.
Claim 10
Independent Claim
166 words
A method for encoding an acoustic signal, the method comprising the steps of: A. breaking the signal into segments, each of the segments representing one of a succession of time intervals; B. considering in turn each of the segments as the current segment, and making a voiced/unvoiced decision for at least a frequency band of the current segment by a method comprising the steps of: evaluating a voicing measure for said frequency band; making the voiced/unvoiced decision for said frequency band based upon a comparison between the voicing measure and a threshold; determining an energy measure of the current segment; determining a measure of the signal energy of one or more consecutive preceding segments; comparing the energy measure of the current segment to the measure of the signal energy of the consecutive preceding segments; adjusting the threshold to make a voiced decision more likely when the energy measure of the current segment is greater than the measure of the signal energy of the consecutive preceding segments.
Claim 11
Independent Claim
166 words
A method for encoding an acoustic signal, the method comprising the steps of: A. breaking the signal into segments, each of the segments representing one of a succession of time intervals; B. considering in turn each of the segments as the current segment, and making a voiced/unvoiced decision for at least a frequency band of the current segment by a method comprising the steps of: evaluating a voicing measure for said frequency band; making the voiced/unvoiced decision for said frequency band based upon a comparison between the voicing measure and a threshold; determining an energy measure of the current segment; determining a measure of the signal energy of one or more consecutive preceding segments; comparing the energy measure of the current segment to the measure of the signal energy of the consecutive preceding segments; adjusting the threshold to make a voiced decision less likely when the energy measure of the current segment is less than the measure of the signal energy of the consecutive preceding segments.
Claim 12
Independent Claim
166 words
A method for encoding an acoustic signal, the method comprising the steps of: A. breaking the signal into segments, each of the segments representing one of a succession of time intervals; B. considering in turn each of the segments as the current segment, and making a voiced/unvoiced decision for at least a frequency band of the current segment by a method comprising the steps of: evaluating a voicing measure for said frequency band; making the voiced/unvoiced decision for said frequency band based upon a comparison between the voicing measure and a threshold; determining an energy measure of the current segment; determining a measure of the signal energy of one or more consecutive preceding segments; comparing the energy measure of the current segment to the measure of the signal energy of the consecutive preceding segments; adjusting the threshold to make a voiced decision less likely when the energy measure of the current segment is less than the measure of the signal energy of the consecutive preceding segments.
Claim 13
Dependent Claim
42 words
The method of claim 8 comprising the futher step of: adjusting the threshold to make a voiced decision more likely when the energy measure of the current segment is greater than the measure of the signal energy of the consecutive preceding segments.
Claim 14
Independent Claim
23 words
The method of any of claims 7, 8, or 9 wherein said consecutive preceding segments are those segments immediately preceding the current segment.
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USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 1996-05-31 | 1996-11-30 | 1997-06-01 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2000-05-31 | 2000-11-30 | 2001-06-01 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2004-05-31 | 2004-11-30 | 2005-06-01 | $7700.00 | Window Closed / Lapsed |