SYSTEM AND METHOD USING PARAMETERIZED SPEECH SYNTHESIS TO TRAIN ACOUSTIC MODELS

SYSTEM AND METHOD USING PARAMETERIZED SPEECH SYNTHESIS TO TRAIN ACOUSTIC MODELS

A method for removing private data from an acoustic model includes capturing speech from a large population of users, creating a text-to-speech voice from at least a portion of the large population of users, discarding speech data from a database of speech, creating text-to-speech waveforms from the...

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Bibliographische Detailangaben
Hauptverfasser: QUILLEN, Carl Benjamin, GANONG, III, William F, WOODLAND, Philip Charles, HOSKINS, Steven, POLLET, Vincent Laurent
Format: Patent
Sprache:eng
Schlagworte:
ACOUSTICS
MUSICAL INSTRUMENTS
PHYSICS
SPEECH ANALYSIS OR SYNTHESIS
SPEECH OR AUDIO CODING OR DECODING
SPEECH OR VOICE PROCESSING
SPEECH RECOGNITION
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Zusammenfassung:A method for removing private data from an acoustic model includes capturing speech from a large population of users, creating a text-to-speech voice from at least a portion of the large population of users, discarding speech data from a database of speech, creating text-to-speech waveforms from the text-to-speech voice and the new database of speech with the discarded speech data and generating an automatic speech recognition model using the text-to-speech waveforms.