Dolby Laboratories Licensing Corporation

Hadis Nosrati

Glenn N Dickins

David S McGrath

Richard James Cartwright

Nicholas Luke Appleton

An apparatus and method of pre-conditioning audio for machine perception. Machine perception differs from human perception, and different processing parameters are used for machine perception applications (e.g., speech to text processing) as compared to those used for human perception applications (e.g., voice communications). These different parameters may result in pre-conditioned audio that is worsened for human perception yet improved for machine perception.

Pre-conditioning audio for echo cancellation in machine perception

Computer-implemented methods for training an acoustic model for a far-field utterance processing system are provided. The acoustic model may be configured to map an input audio signal into linguistic or paralinguistic units. The training may involve imparting far-field acoustic characteristics upon near-field training vectors that include a plurality of near-microphone utterance signals. Imparting the far-field acoustic characteristics may involve generating a plurality of simulated room impulse responses, convolving one or more of the simulated room impulse responses with the near-field training vectors, to produce a plurality of simulated far-field utterance signals and saving the results of the training in one or more non-transitory memory devices corresponding with the acoustic model. Generating simulated room impulse responses may involve simulating room reverberation times but not simulating early reflections from room surfaces.

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Hadis Nosrati