Speech keyword recognition method and apparatus, computer-readable storage medium, and computer device
US11222623B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | May 27, 2020 |
| Grant date | Jan 11, 2022 |
| Priority date | — |
| Expiry date | Jul 22, 2040 |
Classification
- Technology area (CPC Y)Emerging Cross-Sectional Technologies
- CPC primaryY02D10/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A speech keyword recognition method includes: obtaining first speech segments based on a to-be-recognized speech signal; obtaining first probabilities respectively corresponding to the first speech segments by using a preset first classification model. A first probability of a first speech segment is obtained from probabilities of the first speech segment respectively corresponding to pre-determined word segmentation units of a pre-determined keyword. The method also includes obtaining second speech segments based on the to-be-recognized speech signal, and respectively generating first prediction characteristics of the second speech segments based on first probabilities of first speech segments that correspond to each second speech segment; performing classification based on the first prediction characteristics by using a preset second classification model, to obtain second probabilities respectively corresponding to the second speech segments related to the pre-determined keyword; and determining, based on the second probabilities, whether the pre-determined keyword exists in the to-be-recognized speech signal.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.