JPS5931079B2 - Pituchi extractor - Google Patents
Pituchi extractorInfo
- Publication number
- JPS5931079B2 JPS5931079B2 JP17856682A JP17856682A JPS5931079B2 JP S5931079 B2 JPS5931079 B2 JP S5931079B2 JP 17856682 A JP17856682 A JP 17856682A JP 17856682 A JP17856682 A JP 17856682A JP S5931079 B2 JPS5931079 B2 JP S5931079B2
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- Prior art keywords
- pitch
- low
- period
- pass
- pass filters
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired
Links
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- Electrophonic Musical Instruments (AREA)
- Measurement Of Mechanical Vibrations Or Ultrasonic Waves (AREA)
- Working-Up Tar And Pitch (AREA)
Description
【発明の詳細な説明】
産業上の利用分野
本発明は音声信号中より高調波成分を除去し音声の基本
周波数成分(ピッチとも称する)を抽出する装置に関す
るもので、音声ボコーダー、あるいは言語障害者のイン
トネーシヨン補正のための視覚表示機等に利用できる。DETAILED DESCRIPTION OF THE INVENTION Field of Industrial Application The present invention relates to a device for removing harmonic components from an audio signal and extracting the fundamental frequency component (also referred to as pitch) of the audio signal. It can be used as a visual display device for intonation correction.
従来例の構成とその問題点
従来、音声信号中よりリアルタイムで基本周波数を抽出
する方法として、複数個の低域通過型フィルターを利用
するhasey法、及び音声信号の整流、積分、微分の
くり返しにより声道共鳴による高調波成分を除去しピッ
チに同期したパルス列を得る方式(Gruen2型ピッ
チ抽出装置)があるが、音声の基本周波数は同一人でも
通常1周期当り4%の変動を示し、最大10〜20%も
変動することがある。Conventional configuration and its problems Conventionally, as a method for extracting the fundamental frequency from an audio signal in real time, the Hasey method, which uses multiple low-pass filters, and repeated rectification, integration, and differentiation of the audio signal, have been used. There is a method (Gruen 2 type pitch extraction device) that removes harmonic components caused by vocal tract resonance and obtains a pulse train synchronized with pitch, but the fundamental frequency of the voice normally fluctuates by 4% per period even for the same person, and can vary by up to 10%. It can vary by as much as ~20%.
更に男、女、子供において基本周波数は80H2から5
00H2までの広範囲に分布しており、前述の方式では
男、女、子供の声域に応じてフィルターの通過帯域や積
分時定数を手動で切り換えねばならないという不便さや
、基本周波数の変化の速さに回路が追随できず、基本周
波数以外の高調波成分の検出(ダブルピッチと称する)
を生じることが多いという欠点を有していた。発明の目
的本発明の目的は、広範囲の声域に対し、手動で時定数
や帯域を切り換える必要がなく、かつ、基本周波数の速
い変動に対してもダブルピッチを生ずることが少なく、
リアルタイムで基本周波数を抽出することができるピッ
チ抽出装置を提供することである。Furthermore, the fundamental frequency for men, women, and children is 80H2 to 5.
It is distributed over a wide range up to 00H2, and the above method has the inconvenience of having to manually switch the filter passband and integration time constant depending on the vocal range of men, women, and children, and the speed of change in the fundamental frequency. Detection of harmonic components other than the fundamental frequency that the circuit cannot follow (referred to as double pitch)
It has the disadvantage that it often causes Purpose of the Invention The purpose of the present invention is to eliminate the need for manual switching of time constants and bands over a wide range of vocal ranges, and to minimize the occurrence of double pitches even with rapid fluctuations in the fundamental frequency.
An object of the present invention is to provide a pitch extraction device capable of extracting fundamental frequencies in real time.
発明の構成
本発明のピッチ抽出装置は、音声の立ち上りを有音/無
音検出部で検出すると、音声信号を互いに通過帯域がず
れて重なり合う複数個の低域通過型フィルターに通し、
その各出力の周期を周期検出部で一定時間測定し、最大
周期検出部により複数個の周期から最大の周期を検出し
てこれを入力された音声のピッチ周期と見なし、逆数演
算によりピッチ(基本周波数)を検出する。Structure of the Invention The pitch extracting device of the present invention, when the voice start/silence detecting section detects the rise of the voice, passes the voice signal through a plurality of overlapping low-pass filters with mutually shifted passbands.
The cycle of each output is measured for a certain period of time by the cycle detection unit, the maximum cycle is detected from the plurality of cycles by the maximum cycle detection unit, this is regarded as the pitch cycle of the input voice, and the pitch (basic frequency).
各フィルター制御部は検出されたピッチの値により制御
信号を発生し、それぞれの低域通過型フィルターにフィ
ードバックすることにより上記フィルターの通過帯域を
ピッチ抽出に最適となるように制御する。以後、音声入
力が終了するまで、順次、音声のピッチを検出しその変
化に対応して上記各フィルターの帯域を変化させ、ピッ
チが大きく変化しても常に各フィルターの帯域を最適に
保持するため、ダブルピッチの発生の少ない、正確なピ
ッチ抽出をリアルタイムででき、話者が異つても、定数
等の変更操作なしでピツチを抽出することができる。実
施例の説明以下、本発明の実施例について図面とともに
説明する。Each filter control section generates a control signal based on the detected pitch value, and feeds it back to each low-pass filter, thereby controlling the pass band of the filter to be optimal for pitch extraction. After that, until the audio input ends, the pitch of the audio is detected one after another and the band of each of the above filters is changed in response to the change, so that the band of each filter is always maintained at the optimal level even if the pitch changes significantly. , Accurate pitch extraction with less occurrence of double pitches can be performed in real time, and even if the speakers are different, pitches can be extracted without changing constants or the like. DESCRIPTION OF EMBODIMENTS Hereinafter, embodiments of the present invention will be described with reference to the drawings.
第1図は本発明の1実施例におけるピツチ抽出装置のプ
ロツク図である。FIG. 1 is a block diagram of a pitch extraction apparatus in one embodiment of the present invention.
第1図において、1は音声から高調波成分を取り除いて
ピツチのみを取り出すための低域通過型フイルタ一で、
その通過帯域は外部からの信号により可変である。この
ような低域通過型フイルタ一は例えば外部からの電圧入
力により増幅器の順力向伝達コンダクタンヌを変える電
圧制御低域通過型フイルタ一や、外部からのクロツク周
波数により通過帯域を変えることのできるスイツチドキ
ヤパシタ型低域通過型フイルタ一等で容易に構成される
。2,3は低域通過型フイルタ一1と同様の低域通過型
フイルタ一であり、無音時には第2図に示すように通過
帯域がそれぞれ異なり遮断周波数がFCl,fC2,f
C3となつている。In Fig. 1, 1 is a low-pass filter 1 for removing harmonic components from the audio and extracting only the pitch.
Its passband is variable depending on external signals. Such a low-pass filter is, for example, a voltage-controlled low-pass filter that changes the forward transfer conductance of the amplifier by an external voltage input, or a voltage-controlled low-pass filter that changes the passband by changing the clock frequency from an external source. It can be easily constructed with a switched capacitor type low-pass filter. 2 and 3 are low-pass filters similar to the low-pass filter 1, and when there is no sound, the passbands are different as shown in FIG. 2, and the cut-off frequencies are FCl, fC2, and f.
It has become C3.
4は低域通過型フイルタ一1の通過帯域を制御するフイ
ルタ一制御部であり、例えば、低域通過型フイルタ一が
電圧制御型であれば、ピツチ出力に比例した直流電圧を
発生する直流増幅器等で構成され、また低域通過型フイ
ルタ一がスイツチドキヤパシタ型ならば、ピツチ出力に
比例した周波数のクロツクパルスを発生する電圧制御発
振器等で構成される。Reference numeral 4 denotes a filter control unit that controls the passband of the low-pass filter 1. For example, if the low-pass filter 1 is a voltage control type, a DC amplifier that generates a DC voltage proportional to the pitch output is used. If the low-pass filter is a switched capacitor type, it is composed of a voltage controlled oscillator that generates a clock pulse with a frequency proportional to the pitch output.
5,6は4と同様のフイルタ一制御部でそれぞれ低域通
過型フイルタ一2,3を制御する。Reference numerals 5 and 6 are filter control units similar to 4, which control low-pass filters 2 and 3, respectively.
7は低域通過型フイルタ一1の出力波形の周期を検出す
る周期検出部であり、例えば、カウンター回路とデジタ
ル−アナログ変換回路等で構成される。Reference numeral 7 denotes a period detection section for detecting the period of the output waveform of the low-pass filter 1, and is composed of, for example, a counter circuit and a digital-to-analog conversion circuit.
8,9は周期検出部7と同様の周期検出部であり、低域
通過型フイルタ一2,3の出力波形から周期を検出する
。Reference numerals 8 and 9 denote period detection sections similar to the period detection section 7, which detect the period from the output waveforms of the low-pass filters 2 and 3.
10は最大周期検出部で周期検出部7,8,9より得ら
れた周期のうち最大の周期を検出する。Reference numeral 10 denotes a maximum period detection section which detects the maximum period among the periods obtained from the period detection sections 7, 8, and 9.
11は逆数演算部であり、最大周期検出部10の出力を
逆数演算し周期を周波数値に変換する。Reference numeral 11 denotes a reciprocal calculation section, which performs reciprocal calculation on the output of the maximum period detection section 10 and converts the period into a frequency value.
例えば最大周期検出部10の出力をTとすると1/Tを
演算するような割算器で構成される。12は有音/無音
検出部であり、例えば、整流積分回路と閾値回路で構成
され、音声の開始、終了を検出してピツチ抽出アルゴリ
ズムのスタートストツプをコントロールする。For example, if the output of the maximum period detection section 10 is T, it is configured with a divider that calculates 1/T. Reference numeral 12 denotes a speech/non-speech detection section, which is composed of, for example, a rectifier/integrator circuit and a threshold circuit, and detects the start and end of speech to control the start/stop of the pitch extraction algorithm.
第2図は第1図における低域通過型フイルタ一1,2,
3の無音時における通過帯域を示す特性図である。Figure 2 shows the low-pass filters 1, 2, and
FIG. 3 is a characteristic diagram showing the pass band during silence of No. 3;
ここでFCl,fC2,fC3はそれぞれ低域通過型フ
イルタ一1,2,3の遮断周波数を示し、音声の立ち上
りで初期のピツチを正確に検出するため、FC2〈2f
C3,fC1〈2fc2の関係があり、2次、3次の高
調波を除去し基本周波数のみを抽出する構成になつてい
る。第3図は第1図に示したピツチ抽出装置の各部の信
号を示すものであり、波形aは入力音声を、波形bは低
域通過型フイルタ一1の出力を示し、同様にC,dは低
域通過型フイルタ一2,3の出力を示す。Here, FCl, fC2, and fC3 indicate the cutoff frequencies of low-pass filters 1, 2, and 3, respectively, and in order to accurately detect the initial pitch at the rise of the voice, FC2
There is a relationship of C3, fC1<2fc2, and the configuration is such that the second and third harmonics are removed and only the fundamental frequency is extracted. FIG. 3 shows the signals of each part of the pitch extraction device shown in FIG. indicates the output of the low-pass filters 2 and 3.
eは逆数演算部11の出力でピツチ出力を示す。fは低
域通過型フイルタ一1,2,3の遮断周波数FCl,f
C2,fC3の軌跡を示している。以上のような構成に
おいて、例えば、FCl=400Hz,fc2−250
Hz,fc3=150Hzとし、ピッチがFC2とFC
3の中間にあるような(例えば200Hz)音声波形が
入力されたとすると、先ず音声の立ち上りを有音/無音
検出部12が検出し一定時間tの間、低域通過型フイル
タ一1,2,3の遮断周波数をそれぞれFC,,fC2
,fC3に保持してピツチの初期値を検索する。その結
果、低域通過型フイルタ一1,2,3にはt時間の間、
それぞれ第3図B,c,dに示すような波形を生ずる。e is the output of the reciprocal calculation unit 11 and indicates the pitch output. f is the cutoff frequency FCl, f of the low-pass filters 1, 2, and 3;
It shows the trajectories of C2 and fC3. In the above configuration, for example, FCl=400Hz, fc2-250
Hz, fc3=150Hz, pitch is FC2 and FC
3 (for example, 200 Hz), first, the sound/silence detection unit 12 detects the rise of the sound, and for a certain period of time t, the low-pass filters 1, 2, The cutoff frequencies of 3 are respectively FC, , fC2
, fC3 to search for the initial pitch value. As a result, the low-pass filters 1, 2, and 3 have the following effects during time t:
Waveforms as shown in FIGS. 3B, c, and d are produced, respectively.
入力音声のピツチがFC2とFC3の中間にあるため一
番遮断周波数の高い低域通過型フイルタ一1の出力には
一定時間tの間、高調波の混入した波形bがあられれ、
低域通過型フイルタ一2の出力には高調波の除去された
波形cがあられれ、低域通過型フイルタ一3には、入力
音声がフイルタ一3の通過帯域をはずれるために、大き
く減衰した出力があられれる。Since the pitch of the input audio is between FC2 and FC3, the output of the low-pass filter 1 with the highest cut-off frequency is a waveform b mixed with harmonics for a certain period of time t.
The output of the low-pass filter 12 is a waveform c from which harmonics have been removed, and the input sound to the low-pass filter 13 is greatly attenuated because it is out of the passband of the filter 13. The output will appear.
周期検出部7,8,9は、低域通過型フイルタ一1,2
,3の出力波形B,c,dから一定時間tの間、各波形
の周期を測定し、その値を順次記憶する。波形bからは
Tll,T,2,T,3,Tl4,Tl5・・・・・・
が得られ、波形cからはT2l,T22,T23が求め
られる。波形dからは波形のレベルが小さいため、周期
は求められない。これらの周期データから、最大周期検
出部10は最も周期の長いデータを検索し、これをピツ
チ周期とする。このピツチ周期をT22とすると逆数演
算部11では1/T22の演算を行つて、周期から周波
数値に変換し、ピツチに比例した直流電圧として出力さ
れる。また逆数演算部11の出力はフイルタ一制御部4
,5,6に入力され、フイルタ一制御部5は抽出された
ピツチの値をFOとすると、低域通過型フイルタ一2の
遮断周波数FC2をFc2−FOに、フイルタ一制御部
4は低域通過型フイルタ一1の遮断周波数Fc,をFc
l−1.2×FOに、フイルタ一制御部6は低域通過型
フイルタ一3の遮断周波数FC3をFc3−0.8×F
Oに変更する。FCl,fC2,fC3の設定はなるべ
く相互に接近している方が、高調波の減衰が大きくなり
ピツチの抽出が正確にできるが、反面、ピツチが大きく
変動した場合には通過帯域を外れ、ピツチの抽出が不可
能になることがある。実験によれば、同一人における1
周期当りのピツチの変動は最大10〜20%に達する。
よつて、本実施例装置ではFC2をFOに設定して正確
なピツチ抽出を行うとともに、FClをFOよりも20
%高く設定してピツチがFOよりも20%高く変化して
も低域通過型フイルタ一1によりピツチ抽出が可能とな
り、ピツチがFOよりも低く変化した場合には、低域通
過型フイルタ一を使用しているため、通過帯域を外れる
ことはなく、ピツチがFc3/2から十分大きければ、
低域通過型フイルタ一1,2によりピツチ抽出は可能で
ある。以後、音声の終了を有音/無音検出部で検出する
まで、ピツチの検出とフイードバツクによるFC,,f
C2,fC3の変更をくり返すことにより、常にフイル
タ一1,2,3の特性をピツチの変化を見込んだ状態に
保持するため、言語障害者に特有な地声から裏声への急
激な変化にも追随でき、ダブルピツチの発生の少ないピ
ツチ抽出が可能となる。The cycle detecting sections 7, 8, 9 include low-pass filters 1, 2.
, 3, the period of each waveform is measured for a certain period of time t, and the values are sequentially stored. From waveform b, Tll, T, 2, T, 3, Tl4, Tl5...
is obtained, and T2l, T22, and T23 are found from the waveform c. Since the level of the waveform is small, the period cannot be determined from the waveform d. From these cycle data, the maximum cycle detection unit 10 searches for data with the longest cycle, and sets this as the pitch cycle. If this pitch period is T22, the reciprocal calculation section 11 performs a calculation of 1/T22 to convert the period to a frequency value, which is output as a DC voltage proportional to the pitch. Further, the output of the reciprocal calculation section 11 is transmitted to the filter control section 4.
. The cutoff frequency Fc of the pass-through filter 1 is Fc
The filter control unit 6 sets the cutoff frequency FC3 of the low-pass filter 3 to Fc3-0.8×F.
Change to O. Setting FCl, fC2, and fC3 as close to each other as possible will increase the attenuation of harmonics and allow accurate pitch extraction, but on the other hand, if the pitch fluctuates greatly, it will go out of the passband and the pitch will be lost. extraction may become impossible. According to experiments, 1 in the same person
The pitch variation per cycle reaches a maximum of 10-20%.
Therefore, in this embodiment, FC2 is set to FO to perform accurate pitch extraction, and FCl is set to 20% higher than FO.
Even if the pitch changes to 20% higher than FO by setting the pitch higher than FO, the pitch can be extracted by the low-pass filter 1. If the pitch changes lower than FO, the low-pass filter 1 will be able to extract the pitch. Since it is used, it will not go out of the passband, and if the pitch is sufficiently large from Fc3/2,
Pitch extraction is possible using low-pass filters 1 and 2. Thereafter, until the end of the voice is detected by the voice/silence detector, FC,,f is performed based on pitch detection and feedback.
By repeatedly changing C2 and fC3, the characteristics of filters 1, 2, and 3 are always maintained in a state that takes into account changes in pitch. This enables pitch extraction with less occurrence of double pitches.
第3図eはこのようにして抽出されたピツチの軌跡を示
しているが、音声の立ち上りより、ピツチの初期値決定
のためt時間だけ遅れてピツチが立ち上る。FIG. 3e shows the trajectory of the pitch extracted in this way, and the pitch rises with a delay of time t from the rise of the voice due to the determination of the initial pitch value.
第3図fはこの時の低域通過型フイルタ一1,2,3の
遮断周波数FCl,fC2,fC3の変化を示している
。発明の効果
以上のように本発明のピツチ抽出装置は構成したので、
音声のピツチ変化に応じて、複数個のピツチ抽出用低域
通過型フイルタ一の特性を最適に変化させることにより
、ピツチの急激な変化にも十分追随して、ダブルピツチ
の発生を抑えることができ、また、フイルタ一の内部定
数を話者毎に切り換える必要もなく、正確なピツチ抽出
が可能である。FIG. 3f shows changes in the cutoff frequencies FCl, fC2, and fC3 of the low-pass filters 1, 2, and 3 at this time. Effects of the Invention Since the pitch extraction device of the present invention is configured as described above,
By optimally changing the characteristics of multiple low-pass filters for pitch extraction in response to pitch changes in the audio, it is possible to sufficiently follow sudden changes in pitch and suppress the occurrence of double pitch. In addition, there is no need to change the internal constant of the filter for each speaker, and accurate pitch extraction is possible.
第1図は本発明のピツチ抽出装置の一実施例を示すプロ
ツク図、第2図は本発明の一実施例における低域通過型
フイルタ一の特性図、第3図a〜fは同装置の構成各部
の信号波形図である。
1,2,3・・・・・・低域通過型フイルタ一 4,5
,6・・・・・・フイルタ一制御部、7,8,9・・・
・・・同期検出部、10・・・・・・最大周期検出部、
11・・・・・・逆数演算部、12・・・・・・有音/
無音検出部。Fig. 1 is a block diagram showing an embodiment of the pitch extraction device of the present invention, Fig. 2 is a characteristic diagram of a low-pass filter in an embodiment of the present invention, and Fig. 3 a to f are diagrams of the same device. It is a signal waveform diagram of each component part. 1, 2, 3...Low pass filter 4, 5
, 6... filter control section, 7, 8, 9...
...Synchronization detection section, 10...Maximum period detection section,
11...Reciprocal calculation section, 12...Sound/
Silence detection section.
Claims (1)
のみを抽出する通過帯域可変な複数個の低域通過型フィ
ルターと、上記低域通過型フィルターが抽出した基本周
波数成分の周期を検出する複数個の周期検出部と、上記
複数個の基本周波数成分の周期から最大の周期を検出す
る最大周期検出部と、周期の逆数を演算し周波数値に変
換する逆数演算部と、上記周波数値により、上記低域通
過型フィルターの通過帯域を制御する複数個のフィルタ
ー制御部と、音声信号の立ち上り、立ち下りを検出する
有音/無音検出部からなり、基本周波数の変化に対して
低域通過型フィルターの通過帯域を適応させることを特
徴とするピッチ抽出装置。1. A plurality of low-pass filters with variable passbands that remove harmonic components from audio input and extract only fundamental frequency components, and a plurality of low-pass filters that detect the period of the fundamental frequency components extracted by the low-pass filters. A period detection section, a maximum period detection section that detects the maximum period from the periods of the plurality of fundamental frequency components, a reciprocal calculation section that calculates the reciprocal of the period and converts it into a frequency value, and the frequency value. It consists of multiple filter control sections that control the pass band of the pass-pass filter, and a sound/silence detection section that detects the rise and fall of the audio signal. A pitch extraction device characterized by adapting a passband.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP17856682A JPS5931079B2 (en) | 1982-10-13 | 1982-10-13 | Pituchi extractor |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP17856682A JPS5931079B2 (en) | 1982-10-13 | 1982-10-13 | Pituchi extractor |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JPS5968791A JPS5968791A (en) | 1984-04-18 |
| JPS5931079B2 true JPS5931079B2 (en) | 1984-07-31 |
Family
ID=16050715
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP17856682A Expired JPS5931079B2 (en) | 1982-10-13 | 1982-10-13 | Pituchi extractor |
Country Status (1)
| Country | Link |
|---|---|
| JP (1) | JPS5931079B2 (en) |
Families Citing this family (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP4537821B2 (en) * | 2004-10-14 | 2010-09-08 | 日本電信電話株式会社 | Audio signal analysis method, audio signal recognition method using the method, audio signal section detection method, apparatus, program and recording medium thereof |
| JP5157837B2 (en) * | 2008-11-12 | 2013-03-06 | ヤマハ株式会社 | Pitch detection apparatus and program |
| JP5327375B2 (en) * | 2012-10-26 | 2013-10-30 | ヤマハ株式会社 | Pitch detection apparatus and program |
-
1982
- 1982-10-13 JP JP17856682A patent/JPS5931079B2/en not_active Expired
Also Published As
| Publication number | Publication date |
|---|---|
| JPS5968791A (en) | 1984-04-18 |
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