Variation in Hypoglycemia Risk During Real-World Physical Activity in Adults with Type 1 Diabetes: Insights from the Type 1 Diabetes Exercise Initiative
Dhaliwal, Mehak, et al. Diabetes Technology & Therapeutics (2025).
Patents and Publications
Contributions in machine listening, AI, signal processing, and personalized media systems.
Selected publications and patents spanning music information retrieval, audio signal processing, and diabetes physiology research. The record covers work at Gracenote, academic collaborations through Tidepool, and independent contributions.
Publications and Patents
Modeling Metabolic Changes in Glucose Physiology during Physical Activity in T1D
Aiello, M., et al. Diabetes 74.Supplement_1 (2025): 268-OR.
Identifying Insulin and Non-Insulin-Mediated Mechanisms during Physical Activity from Real-World T1D Data
Aiello, M., et al. Diabetes 74.Supplement_1 (2025): 572-P.
Understanding Hypoglycemia Risk in Unstructured Real-World Physical Activities in Adults with Type 1 Diabetes
Dhaliwal, Mehak P., et al. Diabetes 73.Supplement_1 (2024): 1835-LB.
Instrument Activity Detection in Polyphonic Audio Music Using Deep Neural Networks
Gururani, S. et al. ISMIR 2018.
GNMID14: A Collection of 110 Million Global Music Identification Matches
Summers, C. et al. ACM SIGIR 2016.
Temporal Context Identification with User Listening Data
Summers, C. and Popp, P. ISMIR 2015.
Large Scale Discovery of Seasonal Music from User Data
Summers, C. and Popp, P. UMAP 2015 Extended Proceedings.
Characterizing Audio Using Transchromagrams
U.S. Patent #10,147,407. Granted November 2018.
Machine-Led Mood Change
U.S. Patent #9,843,836. Granted October 2017.
Methods and Apparatus for Audio Equalization
U.S. Patent US10998872B2. Granted May 2021.
Model-Based Media Classification Service Using Sensed Media Noise Characteristics
U.S. Patent US20170193097A1. Granted June 2020.
Responding to Remote Media Classification Queries Using Classifier Models and Context Parameters
U.S. Patent US20170193362A1. Granted January 2021.
Methods and Apparatus to Adjust Audio Playback Settings Based on Analysis of Audio Characteristics
U.S. Patent US11218125B2. Granted January 2022.
Methods and Apparatus to Adjust Audio Playback Settings
U.S. Patent US11223340B2. Granted January 2022.
Methods and Apparatus for Dynamic Volume Adjustment via Audio Classification
U.S. Patent US11086591B2. Granted August 2021.
Generating a Video Presentation to Accompany Audio
U.S. Patent Application US20180286458A1. Filed October 2018.
Adaptive Volume Adjustment of Audio Playback Device
Application 62/728,677. Filed October 2018.
Methods and Apparatus for Playback Using Pre-Processed Profile Information and Personalization
U.S. Patent Application US20200133624A1.
Methods and Apparatus for Audio Equalization Based on Variant Selection
U.S. Patent Application US20220329941A1.