JPS59195299A - Sepecific speaker's voice recognition equipment - Google Patents

Sepecific speaker's voice recognition equipment

Info

Publication number
JPS59195299A
JPS59195299A JP58069408A JP6940883A JPS59195299A JP S59195299 A JPS59195299 A JP S59195299A JP 58069408 A JP58069408 A JP 58069408A JP 6940883 A JP6940883 A JP 6940883A JP S59195299 A JPS59195299 A JP S59195299A
Authority
JP
Japan
Prior art keywords
input
voice
speech
parameter
registered
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.)
Pending
Application number
JP58069408A
Other languages
Japanese (ja)
Inventor
杉原 澄子
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Fujitsu Ltd
Original Assignee
Fujitsu Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Fujitsu Ltd filed Critical Fujitsu Ltd
Priority to JP58069408A priority Critical patent/JPS59195299A/en
Publication of JPS59195299A publication Critical patent/JPS59195299A/en
Pending legal-status Critical Current

Links

Abstract

(57)【要約】本公報は電子出願前の出願データであるた
め要約のデータは記録されません。
(57) [Summary] This bulletin contains application data before electronic filing, so abstract data is not recorded.

Description

【発明の詳細な説明】 (a)  発明の技術分野 本発明は、特定話者の入力音声を音声辞書に登録し、認
識したい入力音声と登録音声辞書と比較して、最も似て
いるものを認識する特定話者音声認識装置に関する。
[Detailed Description of the Invention] (a) Technical Field of the Invention The present invention registers input speech of a specific speaker in a speech dictionary, compares the input speech to be recognized with the registered speech dictionary, and selects the most similar input speech. The present invention relates to a specific speaker speech recognition device.

(b)  技術の背景 近年、音声認識装置として、限定された複数の登録話者
の入力音声を、適当な入力音声パラメータに変換して登
録音声辞書に登録し、未知話者の入力音声なのか、成る
特定話者の入力音声なのかを、登録音声辞書と照合して
識別判定する話者音声認識装置とか、特定話者の単語の
入力音声を、適当な入力音声パラメータに変換して登録
音声辞書に登録し、認識したい特定話者の発声した入力
音声を登録音声辞書と照合し、認識結果を文字として表
示する特定話者音声認識装置等、音声認識技術の進歩と
共に、音声による機械との対話分野にまで拡大してきた
(b) Background of the technology In recent years, speech recognition devices have been used to convert the input speech of a limited number of registered speakers into appropriate input speech parameters and register them in a registered speech dictionary. , a speaker speech recognition device that identifies the input speech of a specific speaker by comparing it with a registered speech dictionary, or converts the input speech of a specific speaker's words into appropriate input speech parameters to generate registered speech. With the advancement of voice recognition technology, there are advances in voice recognition technology, such as specific speaker voice recognition devices that register the input voice uttered by a specific speaker who wants to be recognized with a registered voice dictionary and display the recognition results as characters. It has expanded into the field of dialogue.

(C1従来技術と問題点 従来の特定話者音声認識方式では、特定話者の1回の発
声だけで単語音声を登録音声辞書に登録し、認識したい
入力音声と登録音声辞書と比較して単語音声を認識して
いた。この種の特定話者音声認識方式の構成について説
明する。第1図は従来の特定話者音声認識装置の回路構
成ブロフク図を示す。まず、特定話者の音声を登録する
ために、特定話者が発声した一個の単語音声を、マイク
1より入力させ、音声特徴抽出部2でデジタル情報の入
力音声パラメータに変換し、入力音声バラメークバッフ
ァ3に格納する。入力音声パラメータバンファ3に格納
された入力音声バラメークは、回線iを経て、登録処理
部4を通して登録音声パラメータ辞書部5に登録され、
特定話者が複数個の単語を発声することにより、特定話
者の発声した複数個の単語音声が、複数個の登録音声パ
ラメータとして登録される。次ぎに、音声認識処理手順
は、マイクIがら認識させる特定話者の単語音声を入力
し、登録時と同様に入力音声バラメークバッファ3に、
入力音声パラメータを格納する。この入力音声パラメー
タと登録音声パラメータ辞書部5の複数個の登録音声パ
ラメータを、順次音声パラメータ照合部6で照合処理を
行い、複数個の照合結果の照合比#ltgを認識結果選
択部7に送る。この入力音声パラメータと複数個の登録
音声パラメータとの照合が完了すれば、認識結果選択部
7で最も照合距離gの小さい登録音声を選択し、認識結
果の登録音声を認識結果出力端子8に出力する。以上が
従来の特定話者音声認識処理手順である。この方式では
、仮に、100語登録する場合に、特定話者のその日の
体調により声がかすれたりすれば、100語が完全に登
録されるとは限らず、登録不良のものもでてくる。その
結果、認識時に誤認識を起こしてしまい、認識率を低下
させる欠点を有していた。
(C1 Prior art and problems) In the conventional specific speaker speech recognition method, the word speech is registered in the registered speech dictionary with just one utterance by the specific speaker, and the word is compared with the input speech to be recognized and the registered speech dictionary. The structure of this type of specific speaker speech recognition system will be explained. Fig. 1 shows a block diagram of the circuit configuration of a conventional specific speaker speech recognition device. First, the speech of a specific speaker is recognized. In order to register, a single word voice uttered by a specific speaker is input through the microphone 1, converted into input voice parameters of digital information by the voice feature extraction unit 2, and stored in the input voice variation buffer 3.Input The input voice variation stored in the voice parameter buffer 3 is registered in the registered voice parameter dictionary section 5 through the registration processing section 4 via the line i.
When a specific speaker utters a plurality of words, the plurality of word sounds uttered by the specific speaker are registered as a plurality of registered speech parameters. Next, in the speech recognition processing procedure, the word speech of the specific speaker to be recognized is input through the microphone I, and the word speech of the specific speaker to be recognized is inputted into the input speech variation make buffer 3 in the same manner as at the time of registration.
Stores input audio parameters. This input voice parameter and a plurality of registered voice parameters in the registered voice parameter dictionary section 5 are sequentially collated by a voice parameter collation section 6, and a collation ratio #ltg of the plurality of collation results is sent to a recognition result selection section 7. . When the comparison between this input voice parameter and a plurality of registered voice parameters is completed, the recognition result selection unit 7 selects the registered voice with the smallest matching distance g, and outputs the registered voice as the recognition result to the recognition result output terminal 8. do. The above is the conventional specific speaker speech recognition processing procedure. In this method, if 100 words are to be registered, but if a particular speaker's voice becomes hoarse due to their physical condition that day, the 100 words may not be completely registered, and some words may be registered incorrectly. As a result, recognition errors occur during recognition, resulting in a reduction in recognition rate.

(cll  発明の目的 本発明は、この従来の認識率を低下させる欠点を解決す
ることを目的としている。
(cll) OBJECT OF THE INVENTION The present invention aims to solve this conventional drawback that lowers the recognition rate.

tel  発明の構成 そして、そのため、本発明は、特定話者の入力音声パラ
メータと、予め登録されている複数個の登録音声辞書パ
ラメータとを照合する特定話者音声認識装置において、
複数個の入力音声パラメータバッファと、前記複数個の
入力音声パラメータバッファを選択する入力音声パラメ
ータ選択制御部と、前記入力音声パラメータを処理する
登録処理制御部を備え、前記特定話者の音声登録時、前
記特定話者に一個の単語音声を3回以上発声させ、3回
以上発声した個々の入力音声パラメータを、前記複数個
の入力音声パラメータバッファに格納し、前記複数個の
入力音声パラメータバッファに格納した個々の入力音声
パラメータを、前記入力音声バラメーク選択制御部で距
離の近いもの同志の2個の入力音声パラメータを選択し
、前記登録処理制御部でAずつ合成し平均化する処理を
行って登録することを特徴とする。
tel Structure of the Invention Therefore, the present invention provides a specific speaker speech recognition device that compares input speech parameters of a specific speaker with a plurality of registered speech dictionary parameters registered in advance.
a plurality of input voice parameter buffers, an input voice parameter selection control unit that selects the plurality of input voice parameter buffers, and a registration processing control unit that processes the input voice parameters, when registering the voice of the specific speaker. , having the specific speaker utter one word voice three or more times, storing each input voice parameter uttered three or more times in the plurality of input voice parameter buffers; From the stored individual input voice parameters, the input voice variation selection control section selects two input voice parameters that are close to each other, and the registration processing control section performs a process of synthesizing and averaging each A. It is characterized by registering.

if)  発明の実施例 以下本発明の一実施例について説明する。第2図は本発
明による特定話者音声認識装置の回路構成ブロック図で
あり、同一対象物は第1図と同一符号で示す。9は登録
認識切換部、10は入力音声パラメータハソファ群、1
1は入力音声バラメーク選択制御部、12は音声パラメ
ータ照合部、13ば登録処理制御部である。登録認識切
換部9には、入力音声を登録する場合と入力音声を認識
する場合の切換スイッチSを備え、切換スイッチSの接
点a側は入力音声パラメータ選択制御部11に、接点す
側は登録音声パラメータ辞書部5に、接点C側ハ音声パ
ラメータ照合部12に接続されている。
if) Embodiment of the Invention An embodiment of the present invention will be described below. FIG. 2 is a block diagram of the circuit configuration of the speaker-specific speech recognition apparatus according to the present invention, and the same objects are indicated by the same symbols as in FIG. 1. 9 is a registration recognition switching unit; 10 is an input audio parameter hasher group; 1
1 is an input audio variation selection control section, 12 is an audio parameter collation section, and 13 is a registration processing control section. The registration recognition switching unit 9 is equipped with a changeover switch S for registering input voice and recognizing input voice, and the contact a side of the changeover switch S is connected to the input voice parameter selection control unit 11, and the contact side is connected to the input voice parameter selection control unit 11, and the contact side is for registration. The contact C side C is connected to the audio parameter dictionary section 5 and the audio parameter matching section 12 .

音声を登録する場合は接点a側に、音声を認識する場合
は接点す側に切り換られる。
When registering a voice, the switch is switched to the contact a side, and when recognizing a voice, the switch is switched to the contact side.

本回路構成において、特定話者の音声登録を行う場合は
、登録認識切換部9の切換スイッチSをa側に切り換え
、同一の単語音声を3回発声するので、入力音声バラメ
〜タハソファ群1oには、3個の入力音声バラメークバ
ッファPBI、PB2.PB3を備えている。特定話者
の第1回目の音声は音声特徴抽出部2で、デジタル情報
の入力音声パラメータP1に変換され、入力音声パラメ
ータバッファ群10中の入力音声パラメ〜タパソファF
BIに格納される。次ぎに、第2回目及び第3回目の音
声も、上記と同様にして順次入力音声パラメータP2.
P3に変換され、それぞれの入力音声パラメータバッフ
ァPB2. PH1に格納される。この入力音声バラメ
−クハソフプPBI 、PH1,PH1に格納された入
力音声パラメータPi、P2.P3を入力音声パラメー
タ選択制御部11を経由して、音声パラメータ照合部1
2に入力する。入力音声パラメータ選択制御部11の制
御により、入力音声パラメータP1は回線dを経て登録
認識切換部9経由音声パラメータ照合部12へ、入力音
声パラメータP2は回線eを経て音声パラメータ照合部
12に入力される。そして音声パラメータ照合部12で
両方の入力音声パラメータP1.P2の照合処理を行い
、求められた照合結果の照合距離g12を回線fを経て
入力音声パラメータ選択制御部11に送る。次ぎに、同
様にしてPI、P3の照合処理およびP2. P3の照
合処理を行う。このようにして入力音声パラメータP1
とP3の照合路Mh13 、入力音声バラメークP2と
P3の照合路11tg23等3個の照合距離gが入力音
声パラメータ選択制御部11に送られる。入力音声パラ
メータPL、P2.P3と、照合距離g12.’ gl
3. g23の照合距離位置関係についてば第3図に示
す。求められたこの3個の照合距離g12゜gl3. 
g23から、入力音声パラメータ選択制御部11で、最
も照合距離の近いものを入力音声パ与メータPi、P2
.P3から2個選び、この選ばれた2個の入力音声パラ
メータが格納されている入力音声パラメータバッファ群
10より、入力音声パラメ′−夕を登録処理制御部13
に送り、この2個の入力音声パラメータを登録処理制御
部13でzずつ合成し平均化する処理を行って、登録音
声パラメータ辞書部5に登録することにより、特定話者
の一個の単語音声が、登録音声バラメークとして登録さ
れる。
In this circuit configuration, when registering the voice of a specific speaker, the changeover switch S of the registration recognition switching unit 9 is switched to the a side and the same word voice is uttered three times, so that the input voice variation ~ Tahasofa group 1o has three input audio variable make buffers PBI, PB2 . Equipped with PB3. The first voice of the specific speaker is converted into input voice parameters P1 of digital information by the voice feature extraction unit 2, and the input voice parameters in the input voice parameter buffer group 10 ~ Tapasofa F
Stored in BI. Next, the second and third voices are sequentially inputted with voice parameters P2 in the same manner as above.
P3 and the respective input audio parameter buffers PB2. Stored in PH1. The input audio parameters Pi, P2 . P3 is input to the audio parameter matching unit 1 via the audio parameter selection control unit 11.
Enter 2. Under the control of the input audio parameter selection control unit 11, the input audio parameter P1 is input to the audio parameter matching unit 12 via the registration recognition switching unit 9 via the line d, and the input audio parameter P2 is input to the audio parameter matching unit 12 via the line e. Ru. Then, the audio parameter matching unit 12 checks both input audio parameters P1. The matching process P2 is performed, and the matching distance g12 of the obtained matching result is sent to the input audio parameter selection control section 11 via the line f. Next, in the same way, PI and P3 verification processing and P2. Perform P3 verification processing. In this way, the input audio parameter P1
The three matching distances g are sent to the input audio parameter selection control section 11, such as the matching path Mh13 of P3 and the matching path 11tg23 of the input audio variations P2 and P3. Input audio parameters PL, P2. P3 and matching distance g12. 'gl
3. The collation distance positional relationship of g23 is shown in FIG. These three matching distances g12°gl3.
g23, the input audio parameter selection control unit 11 selects the one with the closest matching distance to the input audio parameters Pi, P2.
.. Two input audio parameters are selected from P3, and the input audio parameters are registered from the input audio parameter buffer group 10 in which the selected two input audio parameters are stored.
The registration processing control unit 13 synthesizes and averages these two input voice parameters by z, and registers them in the registered voice parameter dictionary unit 5, so that one word voice of a specific speaker is , will be registered as a registered audio variation.

以上の手順を登録したい単語の数だけ繰り返して行い、
複数個の登録音声パラメータとして登録される。次ぎに
、音声認識処理手順においては、登録認識切換部9の切
換スイッチSをb側に切り換え、マイク1から認識させ
る特定話者の単語音声を入力し、登録時と同様に入力音
声パラメータバッファ群10の入力音声パラメータバッ
ファFBIに、入力音声パラメータP1として格納する
。この久方音声パラメータP1を、久方音声パラメータ
選択制御部11経由回線eを経て音声パラメータ照合部
12に送り、登録音声パラメータ辞書部5に登録されて
いる複数個の登録音声パラメータの内−個の登録音声パ
ラメータを、登録音声パラメータ辞書部5より回線りを
経て、登録認識切換部9経由音声パラメータ照合部12
におくる。この送られてきた入力音声パラメータP1と
登録音声パラメータを、音声パラメータ照合部12で照
合処理を行い、照合結果の照合距離gを認識結果選択部
7に送る。続いて、登録音声パラメータ辞書部5に登録
されている他の登録音声パラメータを、順次久方音声パ
ラメータと音声パラメータ照合部12で照合処理を行い
、複数個の照合距離gを認識結果選択部7に送る。この
入力音声パラメータと複数個の登録音声パラメータとの
照合が完了すれば、認識結果選択部7で最も照合路Ml
tgの小さい登録音声を選択し、認識結果の登録音声を
認識結果出力端子8に出力する。以上が本発明による特
定話者の音声認識処理手順である。本実施例では特定話
者の一個の単語音声を3回繰り返すことで説明したが、
5回繰り返す場合は入力音声パラメータハソファを5個
備えればよい。回数を多くすればする程認識率は良くな
るが、登録時の取扱時間と装置コス1〜を考慮して、適
正な回数をぶ定ずればよい。この方式により、特定話者
のその日の体調により声がかすれたりしても、音声登録
時に3回以上発声し、発声の良い方の2個の入力音声パ
ラメータを合成し平均化する為、登録不良が無くなると
共に、特定話者が自分の音声を登録する為に練習する学
習の効果も上がり、認識時の認識率を向上させる利点を
有する。
Repeat the above steps for as many words as you want to register,
It is registered as a plurality of registered audio parameters. Next, in the speech recognition processing procedure, the changeover switch S of the registration recognition switching section 9 is switched to the b side, the word speech of the specific speaker to be recognized is inputted from the microphone 1, and the input speech parameter buffer group is set as in the case of registration. The input audio parameters are stored in the input audio parameter buffer FBI No. 10 as input audio parameters P1. This Kugata voice parameter P1 is sent to the voice parameter matching unit 12 via the line e via the Kugata voice parameter selection control unit 11, and one of the multiple registered voice parameters registered in the registered voice parameter dictionary unit 5 is sent. The registered voice parameters are sent from the registered voice parameter dictionary section 5 via the line to the voice parameter matching section 12 via the registration recognition switching section 9.
I'll send it to you. The received input voice parameter P1 and the registered voice parameter are collated by the voice parameter collation unit 12, and the collation distance g of the collation result is sent to the recognition result selection unit 7. Subsequently, other registered voice parameters registered in the registered voice parameter dictionary section 5 are sequentially collated with Kugata voice parameters by the voice parameter collation section 12, and a plurality of collation distances g are checked by the recognition result selection section 7. send to When the comparison between this input voice parameter and a plurality of registered voice parameters is completed, the recognition result selection unit 7 selects the most matching path Ml.
A registered voice with a small tg is selected, and the registered voice as a recognition result is output to the recognition result output terminal 8. The above is the speech recognition processing procedure for a specific speaker according to the present invention. In this example, the explanation was given by repeating one word voice of a specific speaker three times.
In the case of repeating the process five times, it is sufficient to provide five input voice parameters. The recognition rate improves as the number of times increases, but an appropriate number of times can be determined by taking into consideration the handling time at the time of registration and the device cost of 1~. With this method, even if a particular speaker's voice becomes hoarse due to their physical condition that day, the voice will be uttered three or more times during voice registration, and the two input voice parameters of the better voice will be synthesized and averaged, so registration errors will occur. This eliminates this problem, and improves the effectiveness of learning that a specific speaker must practice in order to register his or her own voice, which has the advantage of improving the recognition rate during recognition.

(gl  発明の詳細 な説明したように、本発明による特定話打が音声登録時
に、3回以上発声した3 (fli+以上の入力音声パ
ラメータのうち、2個の久方音声パラメータを2ずつ合
成し平均化する処理を行って登録音声パラメータ辞書に
登録する方式を特定話者音声認識装置に備えることによ
り、登録不良が無くなると共に、特定話者が自分の音声
を登録する為に練習する学習の効果も上がり、認識時の
認識率を向上させる効果を有する。
(gl As described in detail of the invention, when a specific speech according to the present invention is uttered three or more times during voice registration, two Kugata voice parameters are synthesized two by two among the input voice parameters of 3 (fli + or more). By equipping the specific speaker speech recognition device with a method that performs averaging processing and registers it in the registered speech parameter dictionary, registration errors can be eliminated and the learning effect of specific speakers practicing to register their own speech can be improved. This has the effect of improving the recognition rate during recognition.

【図面の簡単な説明】[Brief explanation of the drawing]

第1図は、従来の特定話者音声認識装置の回路構成ブロ
ック図、第2図は本発明による特定話者音声認識装置の
回路構成ブロック図、第3図は入力音声パラメータ相互
間の照合距離位置の関係図である。 図面において、1はマイク、2は音声特徴抽出部、5は
登録音声パラメータ辞書部、7ば認識結果選択部、9は
登録認識切換部、10は入力音声パラメータ八ソファ群
、11は入力音声パラメータ選択制御部、12は音声パ
ラメータ照合部、13は登録処理制御部をそれぞれ示す
FIG. 1 is a circuit configuration block diagram of a conventional speaker specific speech recognition device, FIG. 2 is a circuit configuration block diagram of a specific speaker speech recognition device according to the present invention, and FIG. 3 is a matching distance between input speech parameters. It is a relationship diagram of a position. In the drawings, 1 is a microphone, 2 is a voice feature extraction section, 5 is a registered voice parameter dictionary section, 7 is a recognition result selection section, 9 is a registered recognition switching section, 10 is an input voice parameter group of 8, and 11 is an input voice parameter Reference numeral 12 indicates a selection control section, reference numeral 12 indicates an audio parameter matching section, and reference numeral 13 indicates a registration processing control section.

Claims (1)

【特許請求の範囲】[Claims] 特定話者の入力音声パラメータと、予め登録されている
複数個の登録音声辞書パラメータとを照合する特定話者
音声認識装置において、複数個の入力音声パラメータバ
ッファと、前記複数個の入力音声パラメータバッファを
選択する入力音声パラメータ選択制御部と、前記入力音
声パラメータを処理する登録処理制御部を備え、前記特
定話者の音声登録時、前記特定話者に一個の単語音声を
3回以上発声させ、3回以上発声した個々の入力音声パ
ラメータを、前記複数個の入力音声パラメータバッファ
に格納し、前記複数個の入力音声パラメータバッファに
格納した個々の入力音声パラメータを、前記入力音声パ
ラメータ選択制御部で距離の近いもの同志の2個の入力
音声パラメータを選択し、前記登録処理制御部で%ずっ
合成し平均化する処理を行って登録することを特徴とす
る特定話者音声認識装置。
In a specific speaker speech recognition device that matches input speech parameters of a specific speaker with a plurality of pre-registered registered speech dictionary parameters, a plurality of input speech parameter buffers and the plurality of input speech parameter buffers are provided. an input voice parameter selection control unit that selects an input voice parameter, and a registration processing control unit that processes the input voice parameter, and when registering the voice of the specific speaker, causes the specific speaker to utter one word voice three or more times; Each input voice parameter uttered three or more times is stored in the plurality of input voice parameter buffers, and the individual input voice parameters stored in the plurality of input voice parameter buffers are stored in the input voice parameter selection control section. A specific speaker speech recognition device characterized in that two input speech parameters that are close to each other are selected, and the registration processing control section performs a process of combining and averaging them by % and registers the same.
JP58069408A 1983-04-20 1983-04-20 Sepecific speaker's voice recognition equipment Pending JPS59195299A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP58069408A JPS59195299A (en) 1983-04-20 1983-04-20 Sepecific speaker's voice recognition equipment

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP58069408A JPS59195299A (en) 1983-04-20 1983-04-20 Sepecific speaker's voice recognition equipment

Publications (1)

Publication Number Publication Date
JPS59195299A true JPS59195299A (en) 1984-11-06

Family

ID=13401743

Family Applications (1)

Application Number Title Priority Date Filing Date
JP58069408A Pending JPS59195299A (en) 1983-04-20 1983-04-20 Sepecific speaker's voice recognition equipment

Country Status (1)

Country Link
JP (1) JPS59195299A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6060697A (en) * 1983-09-13 1985-04-08 富士通株式会社 Voice standard feature pattern generation processing system
JPH05143093A (en) * 1990-10-23 1993-06-11 Internatl Business Mach Corp <Ibm> Method and apparatus for forming model of uttered word

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5629294A (en) * 1979-08-20 1981-03-24 Tokyo Shibaura Electric Co Voice indentifier
JPS584198A (en) * 1981-06-30 1983-01-11 株式会社日立製作所 Standard pattern registration system for voice recognition unit

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5629294A (en) * 1979-08-20 1981-03-24 Tokyo Shibaura Electric Co Voice indentifier
JPS584198A (en) * 1981-06-30 1983-01-11 株式会社日立製作所 Standard pattern registration system for voice recognition unit

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6060697A (en) * 1983-09-13 1985-04-08 富士通株式会社 Voice standard feature pattern generation processing system
JPH05143093A (en) * 1990-10-23 1993-06-11 Internatl Business Mach Corp <Ibm> Method and apparatus for forming model of uttered word

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