100results about How to "Improve Speech Recognition Efficiency" patented technology

The embodiment of the invention provides a speech information identifying method and a piece of equipment, relates to the field of communication, and aims to improve the efficiency of speech recognition database determining by electronic equipment and improve the user experience. The method comprises the following steps: the electronic equipment acquires speech information input by a user and current geographic location information of the user; and the electronic equipment determines a speech recognition database based on the geographical location information and identifies the speech information according to the speech recognition database. The speech information identifying method and the equipment provided by the embodiment of the invention are used for identifying speech information.

The invention discloses a method for voice recognition and electronic equipment. The method for voice recognition is applied to the electronic equipment, and the method includes: receiving first voice data input by a user; based on identity information of the user, obtaining first high-frequency vocabulary database corresponding to the identity information of the user; and utilizing the first high-frequency vocabulary database to recognize the first voice data. Corresponding voice recognition is performed on the voice data input by the user through the high-frequency vocabulary database corresponding the user, thereby solving the technical problem in the prior art that since all voice data need to be compared and recognized in a standard vocabulary database, the efficiency of voice recognition is low, and achieving the technical effect of improving the efficiency of voice recognition.

The invention discloses a speech recognition method. The method comprises that a speech recognition request which contains speech information sent from a client is received; an optimal speech recognition engine is selected from multiple speech recognition engines, and converts the speech information into character information; and the character information is transmitted to the client. The invention discloses a speech recognition server correspondingly. Thus, preferred speech recognition engines can be selected to provide service according to different users, and the service efficiency of speech recognition is improved.

The invention discloses a voice shopping method and device and relates to the technical field of voice recognition. The method comprises a step of receiving a voice input of a user and performing semantic recognition on the voice input to determine a keyword of content quired by the user, a step of determining a search range of the keyword according to a shopping behavior record of the user, a step of searching the keyword to obtain a commodity information related to the quired content and carrying out voice output, and a step of receiving an order instruction inputted by the user through voice. According to the method and the device, the voice input can be processed according to the shopping habits of the user, thereby the voice recognition efficiency is improved, and a user experience isimproved.

The invention relates to a speech recognition method and device, a computer readable storage medium and a computer device. The method comprises steps of acquiring multiple word sequences obtained by decoding the speech data and first scores corresponding t the first word sequences; extracting preset quantity of word sequences whose first scores rank highly from the word sequences to serve as candidate word sequences; recognizing the field where the candidate word sequences are located; according to the field where the candidate word sequences are located, inputting the candidate word sequencesto a neural network corresponding to the field; carrying out re-scoring on the candidate word sequences through the neural network so as to obtain a second score corresponding to each candidate wordsequence; according to the first scores and the second scores corresponding to the candidate word sequences, obtaining the final scores of the candidate word sequences; and using the candidate word sequence with the highest final score as a speech recognition result of the speech data. In this way, the time for training the neural network of a special field is greatly shortened; and efficiency ofthe speech recognition is further improved.

The invention discloses a method and device for adding punctuation in voice recognition, a computer device and a storage medium. The method comprises: performing voice recognition on an acquired to-be-recognized voice, synchronously detecting a mute segment in the to-be-recognized voice, and determining whether the time length of the mute segment exceeds a first time length; if so, outputting a text sequence before the mute segment, and inserting a comma or period into a corresponding position in the text sequence according to the time length of the mute segment; performing voice recognition on the acquired to-be-recognized voice after the mute segment, and correcting the comma or period inserted into the text sequence according to a preset discrimination model. The method and device are used for improving the output efficiency and the accuracy of the punctuation in voice recognition, so as to achieve a purpose of improving voice recognition efficiency, accurately breaking sentences and accurately expressing emotions.

The invention discloses a speaker-dependent voice recognizing method. The speaker-dependent voice recognizing method is characterized in that a voice data cache and a benchmark voice database are defined preliminarily, and original voice signals are stored in the voice data cache and sent to a voice signal recognition engine to be processed and recognized to acquire recognition results with acoustic features and recognition factors; the benchmark voice database is judged whether to have benchmark voice data or not; if the benchmark voice database has no benchmark voice data, the benchmark voice data are initialized according to voice signal recognition engine results; if the benchmark voice database has the benchmark voice data, corresponding processing methods are selected to process according to different voice signal recognition engine results, so that the benchmark voice data are updated or recognition results of the voice signal recognition engine are corrected; and finally a speaker dependent pronounces the same recognition word repeatedly, and the previous steps are performed repeatedly to update the benchmark voice data continuously to make the benchmark voice data to be optimal. The speaker-dependent voice recognizing method has the advantages that speaker-dependent voice recognition efficiency is improved, and voice false recognition and recognition rejection are reduced; and with the increase of the number of use of users, the benchmark voice data in the benchmark voice database are reliable, recognition accuracy and efficiency are increased, and user experience effects are improved well.

The present invention discloses a multiplayer collaborative recording system and identification method based on instant communication. The system comprises a collaborative recording module which is used for collaborating a recording process and comprises room creating, member adding, session starting, voice identifying as a session record and realizing email sharing, and a message processing module for processing the real-time message generated by the system. The method comprises the steps of using the real-time communication technology to realize the real-time communication of different clients, parallelly uploading the voice by using a synchronous uploading method and reducing the network time delay of transmission, using a Xunfei voice identifier to support the voice identification of multiple languages, carrying out time division identification of different voices based on an asynchronous identification method, and organizing a voice identification result as the session record according to a given format. According to the system and the method, a traditional recording function is extended, the non-face-to-face multiplayer collaborative recording can be realized, and the instant messaging and voice noise reduction technology are used to improve the voice identification speed and accuracy of collaborative recording.

The invention discloses a wireless voice control method and system for a mobile platform. The method comprises the following steps: creating a wireless communication connection between a mobile control terminal and the mobile platform; acquiring a voice signal through the mobile control terminal; performing voice recognition for the acquired voice signal to obtain a recognized text; performing semantics analysis for the recognized text and generating an executing order through the mobile control terminal; sending the executing order to the mobile platform through the mobile control terminal; receiving and executing the order through the mobile platform. With the adoption of the wireless voice control method and system for the mobile platform, the inconvenience of manual control mode of the traditional mobile device is overcome, the operation is simple, the design concept of man-machine integration is interpreted well, the efficiency is high, the accuracy is ensured, and the voice recognizing efficiency and precision are greatly raised.

The invention relates to a voice recognition method and device, a storage medium and electronic equipment and aims to reduce complexity of a voice recognition system and improve voice recognition efficiency. The voice recognition method comprises steps of obtaining a to-be-recognized target audio; performing feature extraction on the target audio to obtain a voice feature sequence; and inputting the voice feature sequence into a voice recognition model to obtain a target text with punctuations corresponding to the target audio, the voice recognition model being obtained by training a sample text with punctuations marked with punctuation information and a sample audio corresponding to the sample text with punctuations.

The invention discloses a speech recognition achieving method and system for third-party applications. The method comprises that an auxiliary client arranged at a first terminal obtains a speech input instruction initiated by a main client arranged at a second terminal; the auxiliary client produces a background recording requirement according to the speech input instruction and transmits the background recording requirement to an operation system of the first terminal to request the first terminal to call recording equipment of the second terminal to perform recording; the auxiliary client recognizes speech information obtained through recording by controlling the second terminal through the first terminal, so that the main client processes speech recognition results. By means of the method and the system, third-party speech recognition user operations can be simplified, and the third-party speech recognition efficiency is improved.

The invention discloses a speech recognition processing method and device and a storage medium. The method comprises the following steps of acquiring original audio data; inputting the original audiodata into a first speech recognition engine, and performing speech recognition to obtain first reference text information carrying speech mark data, wherein the first reference text information is text information corresponding to a speech segment recognized from the original audio data, the speech mark data are used for indicating the position of the speech segment in the original audio data, andthe first speech recognition engine is a universal speech recognition engine; determining a keyword in the first reference text information; and inputting the original audio data into a second speechrecognition engine matched with the keyword to obtain target text information, wherein the second speech recognition engine is a speech recognition engine of the field to which the keyword belongs. According to the method, the technical problem that the operation of obtaining text data corresponding to audio data is relatively complex in an audio recognition method provided by related technologies is solved.

The embodiment of the invention provides a voice recognition method and device and a device for voice recognition. The method specifically comprises the steps: determining voice features of to-be-recognized voice; determining a voice recognition result corresponding to the voice feature by using an acoustic model, wherein the acoustic model comprises a neural network model and a hidden Markov model, the neural network model comprises an input layer, a hidden layer and an output layer, and the hidden layer comprises a feedforward neural network layer and a self-attention neural network layer; and outputting the voice recognition result. The voice recognition method and device and the device for voice recognition can improve the voice recognition efficiency.

The invention relates to the field of artificial intelligence, and provides a speech recognition model training method and device, equipment and a medium, and the method comprises the steps: obtaining a speech sample set containing speech samples; inputting the speech sample into an initial recognition model; obtaining a to-be-processed audio clip through audio enhancement processing; performing teacher acoustic feature extraction through a teacher network in the initial recognition model to obtain a first feature vector, and performing student acoustic feature extraction through a student network in the initial recognition model to obtain a second feature vector; performing alignment comparison processing in combination with a dynamic queue in a teacher network to obtain a loss value; and when the loss value does not reach a preset convergence condition, carrying out iterative updating until convergence, and obtaining a trained speech recognition model. According to the invention, common speech recognition through the teacher network and the student network is realized, and the training efficiency is improved. The method is suitable for the field of artificial intelligence, and can further promote the construction of a smart city.

An embodiment of the invention provides a speech recognition method and a speech recognition device. The speech recognition method comprises the steps of: acquiring a plurality of speech data packets,wherein the packet size of the plurality of speech data packets is less than a first preset size; determining feature information of a speech signal of each frame in each speech data packet respectively; and recognizing the speech signal of each frame according to the feature information. According to the speech recognition method and the speech recognition device, the plurality of speech data packets with small size are acquired, so that the response speed of recognition is accelerated when a decoder is used for recognizing each speech data packet, thereby being conductive to acquire the recognition results quickly, and improving the speech recognition efficiency.