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JOINT SEGMENTING AND AUTOMATIC SPEECH RECOGNITION
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Abstract
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Inventors
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Specification
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PCT NATIONAL PHASE APPLICATION
Published
Filed on 14 November 2024
Abstract
A joint segmenting and ASR model (200) includes an encoder (220) and decoder (260). The encoder configured to: receive acoustic frames (110) characterizing one or more utterances (106); and generate, at each output step, a higher order feature representation (224) for a corresponding acoustic frame. The decoder configured to: receive the higher order feature representation (224) and generate, at each output step: a probability distribution (242) over possible speech recognition hypotheses, and an indication (212) of whether the corresponding output step corresponds to an end of speech segment. The joint segmenting and ASR model trained on a set of training samples each including: audio data characterizing a spoken utterance; and a corresponding transcription of the spoken utterance, the corresponding transcription having an end of speech segment ground truth token inserted into the corresponding transcription automatically based on a set of heuristic-based rules and exceptions applied to the training sample.
Patent Information
Application ID | 202447087997 |
Invention Field | ELECTRONICS |
Date of Application | 14/11/2024 |
Publication Number | 47/2024 |
Inventors
Name | Address | Country | Nationality |
---|---|---|---|
HUANG, Ronny | 1600 Amphitheatre Parkway Mountain View, California 94043 | U.S.A. | U.S.A. |
CHANG, Shuo-yiin | 1600 Amphitheatre Parkway Mountain View, California 94043 | U.S.A. | U.S.A. |
RYBACH, David | 1600 Amphitheatre Parkway Mountain View, California 94043 | U.S.A. | U.S.A. |
PRABHAVALKAR, Rohit Prakash | 1600 Amphitheatre Parkway Mountain View, California 94043 | U.S.A. | U.S.A. |
SAINATH, Tara N | 1600 Amphitheatre Parkway Mountain View, California 94043 | U.S.A. | U.S.A. |
ALLAUZEN, Cyril | 1600 Amphitheatre Parkway Mountain View, California 94043 | U.S.A. | U.S.A. |
PEYSER, Charles Caleb | 1600 Amphitheatre Parkway Mountain View, California 94043 | U.S.A. | U.S.A. |
LU, Zhiyun | 1600 Amphitheatre Parkway Mountain View, California 94043 | U.S.A. | U.S.A. |
Applicants
Name | Address | Country | Nationality |
---|---|---|---|
GOOGLE LLC | 1600 Amphitheatre Parkway Mountain view, California 94043 | U.S.A. | U.S.A. |
Documents
Name | Date |
---|---|
202447087997-FORM-26 [18-11-2024(online)].pdf | 18/11/2024 |
202447087997-COMPLETE SPECIFICATION [14-11-2024(online)].pdf | 14/11/2024 |
202447087997-DECLARATION OF INVENTORSHIP (FORM 5) [14-11-2024(online)].pdf | 14/11/2024 |
202447087997-DRAWINGS [14-11-2024(online)].pdf | 14/11/2024 |
202447087997-FORM 1 [14-11-2024(online)].pdf | 14/11/2024 |
202447087997-FORM 18 [14-11-2024(online)].pdf | 14/11/2024 |
202447087997-PRIORITY DOCUMENTS [14-11-2024(online)].pdf | 14/11/2024 |
202447087997-PROOF OF RIGHT [14-11-2024(online)].pdf | 14/11/2024 |
202447087997-REQUEST FOR EXAMINATION (FORM-18) [14-11-2024(online)].pdf | 14/11/2024 |
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