Innovation

Patents and Publications

Contributions in machine listening, AI, signal processing, and personalized media systems.

Illustration representing technical publications and patents.

Publications and Patents

Instrument Activity Detection in Polyphonic Audio Music Using Deep Neural Networks

Publication. Gururani, S. et al. ISMIR 2018.

Characterizing Audio Using Transchromagrams

Patent. U.S. Patent #10,147,407 (granted November 2018).

Generating a Video Presentation to Accompany Audio

Patent Application. US20180286458A1 (filed October 2018).

Adaptive Volume Adjustment of Audio Playback Device

Patent Application. 62/728,677 (filed October 2018).

Machine-Led Mood Change

Patent. U.S. Patent #9,843,836 (granted October 2017).

GNMID14: A Collection of 110 Million Global Music Identification Matches

Publication. Summers, C. et al. ACM SIGIR 2016.

Temporal Context Identification with User Listening Data

Publication. Summers, C. and Popp, P. ISMIR 2015.

Large Scale Discovery of Seasonal Music from User Data

Publication. Summers, C. and Popp, P. UMAP 2015 Extended Proceedings.

Methods and Apparatus for Audio Equalization

Patent. U.S. Patent US10998872B2 (granted May 2021).

Model-Based Media Classification Service Using Sensed Media Noise Characteristics

Patent. U.S. Patent US20170193097A1 (granted June 2020).

Methods and Apparatus for Playback Using Pre-Processed Profile Information and Personalization

Patent Application. U.S. Patent US20200133624A1 (pending).

Responding to Remote Media Classification Queries Using Classifier Models and Context Parameters

Patent. U.S. Patent US20170193362A1 (granted January 2021).

Methods and Apparatus for Audio Equalization Based on Variant Selection

Patent Application. U.S. Patent US20220329941A1 (pending).

Methods and Apparatus to Adjust Audio Playback Settings Based on Analysis of Audio Characteristics

Patent. U.S. Patent US11218125B2 (granted January 2022).

Methods and Apparatus to Adjust Audio Playback Settings

Patent. U.S. Patent US11223340B2 (granted January 2022).

Methods and Apparatus for Dynamic Volume Adjustment via Audio Classification

Patent. U.S. Patent US11086591B2 (granted August 2021).