Cresta Intelligence Inc.

Microsoft Technology Licensing, LLC

Kenneth George Oetzel

Tianlin Shi

Eric Soldan

Described techniques select portions of an audio stream for transmission to a trained machine learning application, which generates response recommendations in real-time. This real-time response is facilitated by the system identifying, selecting and transmitting those portions of the audio stream likely to be most relevant to the conversation. Portions of an audio stream less likely to be relevant to the conversation are identified accordingly and not transmitted. The system may identify the relevant portions of an audio stream by detecting events in a contemporaneous event stream, use a trained machine learning model to identify events in an audio stream, or both.

Contemporaneous machine-learning analysis of audio streams

Techniques involving an effect of gravity on gestures are described. In one or more implementations, the techniques describe gestures that are usable to provide inputs and therefore initiate operations of a computing device, such as a mobile communications device having telephone functionality. The techniques described herein may be employed to reduce an effect of gravity on an input that describes the gesture. A variety of different gestures are contemplated, such as gestures that are recognized as involving acceleration, e.g., acceleration.

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Belmont, CA, United States of America

Kenneth George Oetzel