Bose Corporation

Sara Maree Adkins

Jahn Dmitri Eichfeld

Daniel Ross Tengelsen

Carl Ralph Jensen

Kenneth S Lyons

Marko Stamenovic

Li-Chia Yang

Christopher R Paetsch

John Andrew Trotter

Harsh Anilkant Mankodi

Kathleen Elizabeth Kremer

David Rolland Crist

Chia-Ling Li

Stephen Andrew McDonald

Paul Naddaff

Victoria A Grace

Joseph Rossi

Connor Rog

Navaneethan Siva

Jeffrey Miller

Alexander De Raadt St James

Kenneth Scott Lyons

Various implementations include systems for processing audio signals. In particular implementations, a system for processing audio signals includes: an accessory device that includes a first processor for running a machine learning model on an input signal, where the machine learning model includes a classifier configured to generate metadata associated with the input signal; and a wearable audio device configured for wireless communication with the accessory device, the wearable audio device including a second processor that utilizes the metadata from the accessory device to process a source audio signal and output a processed audio signal.

Audio processing using distributed machine learning model

Aspects of the present disclosure provide methods, apparatuses, and systems for non-linear breathing entrainment. As described herein, 'breathing entrainment' refers to guiding a user's breath or breathing. According to an aspect, an initial breathing period and a final breathing period are selected. Based on the initial and final breathing periods, a non-linear breath rate per minute sequence is determined. A guiding stimulus is output and aligned with the non-linear breath rate per minute sequence. The guiding stimulus is non-linearly altered with the non-linear breath rate per minute sequence to align with the final breathing period over an interval of time. The non-linear alterations of the guiding stimulus vary based on an amount of time the guiding stimulus has been output.

Non-linear breath entrainment

Various implementations include systems for processing audio signals. In particular implementations, a system for processing audio signals includes: a wearable audio device having a transducer and a communication system; and an accessory device configured to wirelessly communicate with the wearable audio device, the accessory device having a processor configured to process a source audio signal according to a method that includes: source separating the source audio signal; and providing a source separated audio signal to the wearable audio device for transduction.

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Somerville, MA, United States of America

Sara Maree Adkins