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Speech sound identification method

A speech recognition and speech technology, applied in speech recognition, speech analysis, instruments, etc., can solve problems such as large complexity

Inactive Publication Date: 2004-02-11
SONY INT (EURO) GMBH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0008] A major disadvantage of conventional methods and devices for large vocabulary speech recognition is the great complexity and large number of possible candidates for speech segments or elements to be retrieved and tested

Method used

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Examples

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Embodiment Construction

[0046] figure 1 The speech recognition process according to the method according to the invention is shown in a schematic block diagram.

[0047] Speech input 10 is supplied to a speech recognizer 11 via an input channel. The speech recognizer 11 uses a low perplexity recognition grammar 12 according to the language model to be applied.

[0048] As a result of the analysis done by the speech recognizer 11, a word / subword unit map 14 is output. A constrained retrieval process 15 is applied to the output word / subword unit map 14 by using the subword unit grammar for the high perplexity part of speech 13 . After adding additional semantic and actual information, semantic constraints 17 are fed to the constraint retrieval process, resulting in a final word graph 16 representing said phonetic phrase to be recognized.

[0049] exist figure 1 In the embodiment of , the word / subword unit map 14 produced by the speech recognizer 11 is used as a hypothesis map made with word and sub...

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Abstract

It is one of the objectives of the inventive method to reduce the burden of search within the set of possible candidates for a speech phrase to be recognized. The objective is achieved by a method in which regions of high complexity of a recognition grammar are paired with regions of lower perplexity by using additional constraints. The search proceeds then by evaluating the low-perplexity region of the grammar first finding word candidates which are used to limit the search effort that needs to be expended when recognizing the parts of speech corresponding to the higher perplexity part of the recognition grammar.

Description

technical field [0001] The invention relates to a method of recognizing speech which reduces the burden of searching among a set of possible recognition objects. Background technique [0002] Recently, devices and methods for automatically recognizing continuously narrated speech have become more and more important. Indeed, there are a wide range of fields, such as information services, customer support, etc., where a considerable amount of people-related costs can be avoided through the use of equipment that automatically responds to customer inquiries. [0003] The most important condition that devices and methods for automatic speech recognition must meet is that they must reliably recognize and understand the customer's speech input independently of specific narration conditions, such as speech speed, pitch, intelligibility, background noise, etc. [0004] There are many devices, such as automated telephone services, timetable information services, etc., which only work...

Claims

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Application Information

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IPC IPC(8): G10L15/18
CPCG10L15/1815
Inventor H·卢克
Owner SONY INT (EURO) GMBH
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