公开(公告)号：US20180144749A1

公开(公告)日：2018-05-24

申请号：US15862935

申请日：2018-01-05

Applicant: Samsung Electronics Co., Ltd.

Inventor： Hee Youl CHOI ,  Seokjin HONG

IPC: G10L15/32 ,  G10L15/22 ,  G10L15/16 ,  G10L15/183 ,  G10L15/08 ,  G10L15/06

CPC classification number: G10L15/32 ,  G10L15/08 ,  G10L15/16 ,  G10L15/183 ,  G10L15/22 ,  G10L2015/0635 ,  G10L2015/221 ,  G10L2015/223

Abstract: A speech recognition apparatus and method. The speech recognition apparatus includes one or more processors configured to reflect a final recognition result for a previous audio signal in a language model, generate a first recognition result of an audio signal, in a first linguistic recognition unit, by using an acoustic model, generate a second recognition result of the audio signal, in a second linguistic recognition unit, by using the language model reflecting the final recognition result for the previous audio signal, and generate a final recognition result for the audio signal in the second linguistic recognition unit based on the first recognition result and the second recognition result. The first linguistic recognition unit may be a same or different linguistic unit type as the second linguistic recognition unit.

公开(公告)号：US20170053652A1

公开(公告)日：2017-02-23

申请号：US15205515

申请日：2016-07-08

Applicant: Samsung Electronics Co., Ltd.

Inventor： Hee Youl CHOI ,  Seokjin HONG

IPC: G10L15/32 ,  G10L15/183 ,  G10L15/22 ,  G10L15/16

CPC classification number: G10L15/32 ,  G10L15/08 ,  G10L15/16 ,  G10L15/183 ,  G10L15/22 ,  G10L2015/0635 ,  G10L2015/221 ,  G10L2015/223

Abstract: A speech recognition apparatus and method. The speech recognition apparatus includes a first recognizer configured to generate a first recognition result of an audio signal, in a first linguistic recognition unit, by using an acoustic model, a second recognizer configured to generate a second recognition result of the audio signal, in a second linguistic recognition unit, by using a language model, and a combiner configured to combine the first recognition result and the second recognition result to generate a final recognition result in the second linguistic recognition unit and to reflect the final recognition result in the language model. The first linguistic recognition unit may be a same linguistic unit type as the second linguistic recognition unit. The first recognizer and the second recognizer are configured in a same neural network and simultaneously/collectively trained in the neural network using audio training data provided to the first recognizer.

Abstract translation: 一种语音识别装置及方法。 语音识别装置包括：第一识别器，被配置为通过使用声学模型在第一语言识别单元中生成音频信号的第一识别结果;第二识别器，被配置为生成音频信号的第二识别结果， 第二语言识别单元，通过使用语言模型，以及组合器，被配置为组合第一识别结果和第二识别结果以在第二语言识别单元中生成最终识别结果，并将最终识别结果反映在语言模型中。 第一语言识别单元可以是与第二语言识别单元相同的语言单元类型。 第一识别器和第二识别器被配置在相同的神经网络中，并且使用提供给第一识别器的音频训练数据在神经网络中同时/集体训练。

公开(公告)号：US20170025117A1

公开(公告)日：2017-01-26

申请号：US15216121

申请日：2016-07-21

Applicant: Samsung Electronics Co., Ltd.

Inventor： Seokjin HONG

IPC: G10L15/04 ,  G10L15/22 ,  G10L15/183 ,  G10L15/16 ,  G10L15/02 ,  G10L15/06

CPC classification number: G10L15/063 ,  G10L15/16 ,  G10L15/187 ,  G10L15/19 ,  G10L2015/027

Abstract: A speech recognition apparatus includes a processor configured to recognize a user's speech using any one or combination of two or more of an acoustic model, a pronunciation dictionary including primitive words, and a language model including primitive words; and correct word spacing in a result of speech recognition based on a word-spacing model.

Abstract translation: 语音识别装置包括：处理器，被配置为使用声学模型，包括原始词的发音词典和包括原始词的语言模型中的两个或更多个的任何一个或多个组合来识别用户的语音; 并且基于字间隔模型在语音识别结果中校正字间距。

公开(公告)号：US20160320834A1

公开(公告)日：2016-11-03

申请号：US15017711

申请日：2016-02-08

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Jun Haeng LEE ,  Keun Joo PARK ,  Changwoo SHIN ,  Jooyeon WOO ,  Hyunsurk Eric RYU ,  Seokjin HONG

IPC: G06F3/01 ,  G06T7/20 ,  G06F1/16 ,  G06F3/16 ,  G06F1/32 ,  G06K9/46 ,  G06T7/00

CPC classification number: G06F3/012 ,  G06F1/1633 ,  G06F1/3203 ,  G06F3/017 ,  G06F3/167 ,  G06K9/00355 ,  G06K9/00389 ,  G06K9/4604 ,  G06T7/20 ,  G06T7/246 ,  G06T2207/10028

Abstract: A method of extracting a static pattern from an output of an event-based sensor. The method may include receiving an event signal from the event-based sensor in response to dynamic input, and extracting a static pattern associated with the dynamic input based on an identifier and time included in the event signal. The static pattern may be extracted from a map generated based on the identifier and time.

Abstract translation: 从基于事件的传感器的输出中提取静态图案的方法。 该方法可以包括响应于动态输入从基于事件的传感器接收事件信号，以及基于包括在事件信号中的标识符和时间来提取与动态输入相关联的静态模式。 可以从基于标识符和时间生成的映射中提取静态模式。

公开(公告)号：US20160189710A1

公开(公告)日：2016-06-30

申请号：US14751654

申请日：2015-06-26

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Seokjin HONG ,  YoungSang CHOI

IPC: G10L15/22 ,  G10L15/26 ,  G06F17/27 ,  G10L15/02

CPC classification number: G10L15/02 ,  G10L2015/025 ,  G10L2015/027

Abstract: A method and apparatus for speech recognition are disclosed. The speech recognition apparatus includes a processor configured to process a received speech signal, generate a word sequence based on a phoneme sequence generated from the speech signal, generate a syllable sequence corresponding to a word element among words comprised in the word sequence based on the phoneme sequence, and determine a text corresponding to a recognition result of the speech signal based on the word sequence and the syllable sequence.

Abstract translation: 公开了一种用于语音识别的方法和装置。 语音识别装置包括：处理器，被配置为处理接收到的语音信号，基于从该语音信号产生的音素序列生成一个单词序列;基于该音素生成与该单词序列中包含的单词之间的一个单词元素相对应的音节序列 并根据单词序列和音节序列确定与语音信号的识别结果对应的文本。