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1. 发明申请

US20100070277A1 VOICE RECOGNITION DEVICE, VOICE RECOGNITION METHOD, AND VOICE RECOGNITION PROGRAM 有权
标题翻译：语音识别设备，语音识别方法和语音识别程序
公开(公告)号：US20100070277A1
公开(公告)日：2010-03-18
申请号：US12528022
申请日：2008-02-26
申请人： Takayuki Arakawa , Ken Hanazawa , Masanori Tsujikawa
发明人： Takayuki Arakawa , Ken Hanazawa , Masanori Tsujikawa
IPC分类号： G10L17/00
CPC分类号： G10L15/02
摘要： A voice recognition device that recognizes a voice of an input voice signal, comprises a voice model storage unit that stores in advance a predetermined voice model having a plurality of detail levels, the plurality of detail levels being information indicating a feature property of a voice for the voice model; a detail level selection unit that selects a detail level, closest to a feature property of an input voice signal, from the detail levels of the voice model stored in the voice model storage unit; and a parameter setting unit that sets parameters for recognizing the voice of an input voice according to the detail level selected by the detail level selection unit.
摘要翻译：识别输入语音信号的语音的语音识别装置包括：语音模型存储单元，其预先存储具有多个细节级别的预定语音模型，所述多个细节级别是指示语音的特征属性的信息，语音模型; 详细级别选择单元，从存储在语音模型存储单元中的语音模型的详细级别中选择最接近输入语音信号的特征属性的细节级别; 以及参数设置单元，其根据由细节级选择单元选择的详细级别设置用于识别输入语音的语音的参数。

2. 发明授权

US08612225B2 Voice recognition device, voice recognition method, and voice recognition program 有权
标题翻译：语音识别装置，语音识别方法和语音识别程序
公开(公告)号：US08612225B2
公开(公告)日：2013-12-17
申请号：US12528022
申请日：2008-02-26
申请人： Takayuki Arakawa , Ken Hanazawa , Masanori Tsujikawa
发明人： Takayuki Arakawa , Ken Hanazawa , Masanori Tsujikawa
IPC分类号： G10L15/00
CPC分类号： G10L15/02
摘要： A voice recognition device that recognizes a voice of an input voice signal, comprises a voice model storage unit that stores in advance a predetermined voice model having a plurality of detail levels, the plurality of detail levels being information indicating a feature property of a voice for the voice model; a detail level selection unit that selects a detail level, closest to a feature property of an input voice signal, from the detail levels of the voice model stored in the voice model storage unit; and a parameter setting unit that sets parameters for recognizing the voice of an input voice according to the detail level selected by the detail level selection unit.
摘要翻译：识别输入语音信号的语音的语音识别装置包括：语音模型存储单元，其预先存储具有多个细节级别的预定语音模型，所述多个细节级别是指示语音的特征属性的信息，语音模型; 详细级别选择单元，从存储在语音模型存储单元中的语音模型的详细级别中选择最接近输入语音信号的特征属性的细节级别; 以及参数设置单元，其根据由细节级选择单元选择的详细级别设置用于识别输入语音的语音的参数。

3. 发明授权

US08812313B2 Voice activity detector, voice activity detection program, and parameter adjusting method 有权
标题翻译：语音活动检测器，语音活动检测程序和参数调整方法
公开(公告)号：US08812313B2
公开(公告)日：2014-08-19
申请号：US13140364
申请日：2009-12-07
申请人： Takayuki Arakawa , Masanori Tsujikawa
发明人： Takayuki Arakawa , Masanori Tsujikawa
IPC分类号： G10L21/00
CPC分类号： G10L25/78 , G10L2021/02082
摘要： Judgment result deriving means 74 makes a judgment between active voice and non-active voice every unit time for a time series of voice data in which the number of active voice segments and the number of non-active voice segments are already known as a number of the labeled active voice segment and a number of the labeled non-active voice segment and shapes active voice segments and non-active voice segments as the result of the judgment by comparing the length of each segment during which the voice data is consecutively judged to correspond to active voice by the judgment or the length of each segment during which the voice data is consecutively judged to correspond to non-active voice by the judgment with a duration threshold. Segments number calculating means 75 calculates the number of active voice segments and the number of non-active voice segments. Duration threshold updating means 76 updates the duration threshold so that the difference between the calculated number of active voice segments and the number of the labeled active voice segments decreases or the difference between the calculated number of non-active voice segments and the number of the labeled non-active voice segments decreases.
摘要翻译：判断结果导出装置74对于其中活动语音段的数量和非有效语音段的数量已经被称为数量的语音数据的时间序列，每单位时间对活动语音和非活动语音之间进行判断标记的活动语音段和多个标记的非活动语音段，并且通过比较连续判断语音数据对应的每个段的长度来作为判断结果来形成活动语音段和非活动语音段通过判断或通过具有持续时间阈值的判断连续判断语音数据与非活动语音相对应的每个段的长度来激活主动语音。段数计算装置75计算活动语音段的数量和非有效语音段的数量。持续时间阈值更新装置76更新持续时间阈值，使得计算的活动语音段数与标记的活动语音段的数量之间的差减小或计算出的非活动语音段数与差标非主动语音段减少。

4. 发明申请

US20100268532A1 SYSTEM, METHOD AND PROGRAM FOR VOICE DETECTION 有权
标题翻译：用于语音检测的系统，方法和程序
公开(公告)号：US20100268532A1
公开(公告)日：2010-10-21
申请号：US12744671
申请日：2008-11-26
申请人： Takayuki Arakawa , Masanori Tsujikawa
发明人： Takayuki Arakawa , Masanori Tsujikawa
IPC分类号： G10L11/06
CPC分类号： G10L25/93
摘要： A system for voice detection includes a feature value calculation unit that calculates a feature value from an input signal sliced on a per frame basis, a provisional voice/non-voice decision unit that provisionally decides a voiced interval and a non-voiced interval from the feature value calculated on a per frame basis, and a voice/non-voice decision unit that determines a voiced interval duration threshold value or a non-voiced interval duration threshold value, using a ratio of the feature value found on a per frame basis to a threshold value for the feature value and that re-decides the voiced interval and the non-voiced interval, using the voiced interval duration threshold value determined and the non-voiced interval duration threshold value determined. By determining the voiced interval duration threshold value and the non-voiced interval duration threshold value, using the feature value found on a per frame basis and the threshold value for the feature value, the constraint of the shaping rule may be made weaker, or stronger in case the feature value found on a per frame basis can be regarded as being reliable or not, thereby allowing voice detection to be made without dependency upon a noise environment.
摘要翻译：一种用于语音检测的系统包括：特征值计算单元，其基于以每帧为基准的输入信号计算特征值;临时语音/非语音判定单元，其从所述临时语音/非语音判定单元临时确定有声间隔和非语音间隔，基于每帧计算的特征值;以及语音/非语音决定单元，其使用在每帧基础上找到的特征值的比率来确定有声间隔持续时间阈值或非有声间隔持续时间阈值使用确定的有声间隔持续时间阈值和确定的非有声间隔持续时间阈值来重新确定特征值的阈值并重新确定有声间隔和非语音间隔。通过使用基于每帧的特征值和特征值的阈值来确定浊音间隔持续时间阈值和非有声间隔持续时间阈值，可以使成形规则的约束变弱或更强在每帧基础上发现的特征值可以被认为是可靠的情况下，从而允许在不依赖于噪声环境的情况下进行语音检测。

5. 发明申请

US20110251845A1 VOICE ACTIVITY DETECTOR, VOICE ACTIVITY DETECTION PROGRAM, AND PARAMETER ADJUSTING METHOD 有权
标题翻译：语音活动检测器，语音活动检测程序和参数调整方法
公开(公告)号：US20110251845A1
公开(公告)日：2011-10-13
申请号：US13140364
申请日：2009-12-07
申请人： Takayuki Arakawa , Masanori Tsujikawa
发明人： Takayuki Arakawa , Masanori Tsujikawa
IPC分类号： G10L21/00
CPC分类号： G10L25/78 , G10L2021/02082
摘要： Judgment result deriving means 74 makes a judgment between active voice and non-active voice every unit time for a time series of voice data in which the number of active voice segments and the number of non-active voice segments are already known as a number of the labeled active voice segment and a number of the labeled non-active voice segment and shapes active voice segments and non-active voice segments as the result of the judgment by comparing the length of each segment during which the voice data is consecutively judged to correspond to active voice by the judgment or the length of each segment during which the voice data is consecutively judged to correspond to non-active voice by the judgment with a duration threshold. Segments number calculating means 75 calculates the number of active voice segments and the number of non-active voice segments. Duration threshold updating means 76 updates the duration threshold so that the difference between the calculated number of active voice segments and the number of the labeled active voice segments decreases or the difference between the calculated number of non-active voice segments and the number of the labeled non-active voice segments decreases.
摘要翻译：判断结果导出装置74对于其中活动语音段的数量和非有效语音段的数量已经被称为数量的语音数据的时间序列，每单位时间对活动语音和非活动语音之间进行判断标记的活动语音段和多个标记的非活动语音段，并且通过比较连续判断语音数据对应的每个段的长度来作为判断结果来形成活动语音段和非活动语音段通过判断或通过具有持续时间阈值的判断连续判断语音数据与非活动语音相对应的每个段的长度来激活主动语音。段数计算装置75计算活动语音段的数量和非有效语音段的数量。持续时间阈值更新装置76更新持续时间阈值，使得计算的活动语音段数与标记的活动语音段的数量之间的差减小或计算出的非活动语音段数与差标非主动语音段减少。

6. 发明申请

US20110246185A1 VOICE ACTIVITY DETECTOR, VOICE ACTIVITY DETECTION PROGRAM, AND PARAMETER ADJUSTING METHOD 有权
标题翻译：语音活动检测器，语音活动检测程序和参数调整方法
公开(公告)号：US20110246185A1
公开(公告)日：2011-10-06
申请号：US13139909
申请日：2009-12-07
申请人： Takayuki Arakawa , Masanori Tsujikawa
发明人： Takayuki Arakawa , Masanori Tsujikawa
IPC分类号： G10L11/02
CPC分类号： G10L25/78
摘要： A frame extracting means 71 extracts frames from sample data as voice data in which whether each frame is an active voice frame or a non-active voice frame is already known. A feature quantity calculating means 72 calculates multiple feature quantities of each of the frames. A feature quantity integrating means 73 calculates an integrated feature quantity of the multiple feature quantities. A judgment means 74 judges whether each of the frames is an active voice frame or a non-active voice frame. An erroneous feature quantity calculation value calculating means 75 obtains a first erroneous feature quantity calculation value and a second erroneous feature quantity calculation value by executing prescribed calculations. A weight updating means 76 updates weights used for weighting so that the rate between the first erroneous feature quantity calculation value and the second erroneous feature quantity calculation value approaches a prescribed value.
摘要翻译：帧提取装置71从样本数据中提取帧，作为每个帧是活动语音帧还是非活动语音帧的语音数据是已知的。特征量计算装置72计算每个帧的多个特征量。特征量积分装置73计算多个特征量的积分特征量。判断装置74判断每个帧是活动语音帧还是非活动语音帧。错误特征量计算值计算装置75通过执行规定的计算来获得第一错误特征量计算值和第二错误特征量计算值。权重更新装置76更新用于加权的权重，使得第一错误特征量计算值和第二错误特征量计算值之间的速率接近规定值。

7. 发明申请

US20120310866A1 DATA PROCESSING DEVICE, COMPUTER PROGRAM THEREFOR AND DATA PROCESSING METHOD 有权
标题翻译：数据处理设备，其计算机程序和数据处理方法
公开(公告)号：US20120310866A1
公开(公告)日：2012-12-06
申请号：US13520728
申请日：2010-12-02
申请人： Koji Okabe , Ken Hanazawa , Seiya Osada , Takayuki Arakawa , Daisuke Tanaka
发明人： Koji Okabe , Ken Hanazawa , Seiya Osada , Takayuki Arakawa , Daisuke Tanaka
IPC分类号： G06F15/18
CPC分类号： G06N5/02 , G10L15/08 , G10L25/24 , G10L2015/085
摘要： A plurality of pruning measures (PM) are calculated from a feature amount (CV) of test data (TD) which is input, a plurality of isopycnic surfaces (EC) are plotted and set on a threshold space (SS), a threshold curved surface (SC) in which a decrease in at least one of a plurality of pruning measures (PM) causes an increase in at least one thereof is generated using a portion of one isopycnic surface (EC) as a part, a hypothesis curved surface (HC) of subject data (CD) is generated on the threshold space (SS) to set a position intersecting the threshold curved surface (SC) to a pruning threshold (PS), and a plurality of hypotheses of the subject data (CD) are pruned. Thereby, there is provided a data processing device of which at least one of the recognition speed and the recognition accuracy is higher than in the related art.
摘要翻译：从输入的测试数据（TD）的特征量（CV）计算出多个修剪措施（PM），在阈值空间（SS）上绘制并设置多个等表面（EC），阈值曲线使用一个等角表面（EC）的一部分作为假设曲面（一部分），生成多个修剪措施（PM）中的至少一个的减少导致其至少一个的增加的表面（SC） HC）在阈值空间（SS）上产生，以将与阈值曲面（SC）相交的位置设置为修剪阈值（PS），并且对象数据（CD）的多个假设是修剪了因此，提供了一种数据处理装置，其中识别速度和识别精度中的至少一个比现有技术中高。

8. 发明申请

US20120116765A1 SPEECH PROCESSING DEVICE, METHOD, AND STORAGE MEDIUM 有权
标题翻译：语音处理设备，方法和存储介质
公开(公告)号：US20120116765A1
公开(公告)日：2012-05-10
申请号：US13383527
申请日：2010-06-04
申请人： Ken Hanazawa , Seiya Osada , Takayuki Arakawa , Koji Okabe , Daisuke Tanaka
发明人： Ken Hanazawa , Seiya Osada , Takayuki Arakawa , Koji Okabe , Daisuke Tanaka
IPC分类号： G10L15/04
CPC分类号： G10L15/04 , G10L15/08
摘要： A speech recognition unit (102) includes a phrase determination unit (103) which determines a phrase boundary based on the comparison between the hypothetical word group generated by speech recognition and set words representing phrase boundaries. In this speech processing device, the speech recognition unit (102) outputs recognition results for each phrase based on a phrase boundary determined by the phrase determination unit (103).
摘要翻译：语音识别单元（102）包括短语确定单元（103），其基于由语音识别产生的假设单词组与表示短语边界的设定单词之间的比较来确定短语边界。在该语音处理装置中，语音识别单元（102）基于由短语确定单元（103）确定的短语边界输出每个短语的识别结果。

9. 发明授权

US09047562B2 Data processing device, information storage medium storing computer program therefor and data processing method 有权
标题翻译：数据处理装置，存储其计算机程序的信息存储介质和数据处理方法
公开(公告)号：US09047562B2
公开(公告)日：2015-06-02
申请号：US13520728
申请日：2010-12-02
申请人： Koji Okabe , Ken Hanazawa , Seiya Osada , Takayuki Arakawa , Daisuke Tanaka
发明人： Koji Okabe , Ken Hanazawa , Seiya Osada , Takayuki Arakawa , Daisuke Tanaka
IPC分类号： G06F15/18 , G06N5/02 , G10L15/08 , G10L25/24
CPC分类号： G06N5/02 , G10L15/08 , G10L25/24 , G10L2015/085
摘要： A plurality of pruning measures (PM) are calculated from a feature amount (CV) of test data (TD) which is input, a plurality of isopycnic surfaces (EC) are plotted and set on a threshold space (SS), a threshold curved surface (SC) in which a decrease in at least one of a plurality of pruning measures (PM) causes an increase in at least one thereof is generated using a portion of one isopycnic surface (EC) as a part, a hypothesis curved surface (HC) of subject data (CD) is generated on the threshold space (SS) to set a position intersecting the threshold curved surface (SC) to a pruning threshold (PS), and a plurality of hypotheses of the subject data (CD) are pruned. Thereby, there is provided a data processing device of which at least one of the recognition speed and the recognition accuracy is higher than in the related art.
摘要翻译：从输入的测试数据（TD）的特征量（CV）计算出多个修剪措施（PM），在阈值空间（SS）上绘制并设置多个等表面（EC），阈值曲线使用一个等角表面（EC）的一部分作为假设曲面（一部分），生成多个修剪措施（PM）中的至少一个的减少导致其至少一个的增加的表面（SC） HC）在阈值空间（SS）上产生，以将与阈值曲面（SC）相交的位置设置为修剪阈值（PS），并且对象数据（CD）的多个假设是修剪了因此，提供了一种数据处理装置，其中识别速度和识别精度中的至少一个比现有技术中高。

10. 发明授权

US08938389B2 Voice activity detector, voice activity detection program, and parameter adjusting method 有权
标题翻译：语音活动检测器，语音活动检测程序和参数调整方法
公开(公告)号：US08938389B2
公开(公告)日：2015-01-20
申请号：US13139909
申请日：2009-12-07
申请人： Takayuki Arakawa , Masanori Tsujikawa
发明人： Takayuki Arakawa , Masanori Tsujikawa
IPC分类号： G10L15/20 , G10L25/93 , G10L25/78
CPC分类号： G10L25/78
摘要： A frame extracting means 71 extracts frames from sample data as voice data in which whether each frame is an active voice frame or a non-active voice frame is already known. A feature quantity calculating means 72 calculates multiple feature quantities of each of the frames. A feature quantity integrating means 73 calculates an integrated feature quantity of the multiple feature quantities. A judgment means 74 judges whether each of the frames is an active voice frame or a non-active voice frame. An erroneous feature quantity calculation value calculating means 75 obtains a first erroneous feature quantity calculation value and a second erroneous feature quantity calculation value by executing prescribed calculations. A weight updating means 76 updates weights used for weighting so that the rate between the first erroneous feature quantity calculation value and the second erroneous feature quantity calculation value approaches a prescribed value.
摘要翻译：帧提取装置71从样本数据中提取帧，作为每个帧是活动语音帧还是非活动语音帧的语音数据是已知的。特征量计算装置72计算每个帧的多个特征量。特征量积分装置73计算多个特征量的积分特征量。判断装置74判断每个帧是活动语音帧还是非活动语音帧。错误特征量计算值计算装置75通过执行规定的计算来获得第一错误特征量计算值和第二错误特征量计算值。权重更新装置76更新用于加权的权重，使得第一错误特征量计算值和第二错误特征量计算值之间的速率接近规定值。

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