Improving Exertion and Wellbeing Prediction in Outdoor Running Conditions using Audio-based Surface Recognition-Reference-Cited by-同舟云学术

Improving Exertion and Wellbeing Prediction in Outdoor Running Conditions using Audio-based Surface Recognition

Published:2022-10-10 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports
language:
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Author:

Gebhard Alexander¹,Triantafyllopoulos Andreas¹,Amiriparian Shahin¹,Ottl Sandra¹,Dieter Valerie²,Gerczuk Maurice¹,Jaumann Mirko³,Hildner David³,Schneeweiß Patrick²,Rösel Inka²,Krauß Inga²,Schuller Björn W.¹

Affiliation:

1. University of Augsburg, Augsburg, Germany

2. University Hospital Tuebingen, Tübingen, Germany

3. HB Technologies AG, Tübingen, Germany

Funder

Zentrales Innovationsprogramm Mittelstand (ZIM)

DFG's Reinhart Koselleck

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3552437.3555700

Reference39 articles.

1. Shahin Amiriparian. 2019. Deep representation learning techniques for audio signal processing. Ph. D. Dissertation. Technische Universität München. Shahin Amiriparian. 2019. Deep representation learning techniques for audio signal processing. Ph. D. Dissertation. Technische Universität München.

2. Snore Sound Classification Using Image-Based Deep Spectrum Features

3. Towards cross-modal pre-training and learning tempo-spatial characteristics for audio recognition with convolutional and recurrent neural networks

4. Shahin Amiriparian , Tobias Hübner , Vincent Karas , Maurice Gerczuk , Sandra Ottl , and Björn W . Schuller . 2022 . DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing From Decentralized Data. Frontiers in Artificial Intelligence 5 (2022), 10 pages. https://doi.org/10.3389/frai.2022.856232 10.3389/frai.2022.856232 Shahin Amiriparian, Tobias Hübner, Vincent Karas, Maurice Gerczuk, Sandra Ottl, and Björn W. Schuller. 2022. DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing From Decentralized Data. Frontiers in Artificial Intelligence 5 (2022), 10 pages. https://doi.org/10.3389/frai.2022.856232

5. AI Hears Your Health: Computer Audition for Health Monitoring

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