Intelligent Ultra Low-Power Signal Processing for Automotive

Project Information

I-SPOT

Grant agreement ID: 956962

DOI

10.3030/956962

Project closed

EC signature date 8 July 2020

Start date 1 November 2020

End date 31 October 2024

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 512 640,00

EU contribution

€ 512 640,00

Coordinated by

KATHOLIEKE UNIVERSITEIT LEUVEN
Belgium

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Websites, patent fillings, videos etc. (1)

Initial set of communication channels (logo, website, brochure)

Realisation of a common visual identity logo set of pictures rollups M2 b project website and a social accountconstantly updated M2 c electronic brochure M2 1 promotional video M20 d 3 press releases e 4 participations ofESRs to outreach events

Documents, reports (4)

First report on the training activities

Local training activities at KUL participation to external eventsconferences and participation in the network is reported wide events listed in Table 12b

Midterm reports on communication and dissemination activities

The task ensures an appropriate IP management the Consortium Agreement and the CDEP will define a publication policyand procedures for the assessment and in case the prompt protection of IP

Final reports on communication and dissemination activities

The task ensures an appropriate IP management: the Consortium Agreement and the CDEP will define a publication policyand procedures for the assessment and, in case, the prompt protection of IP.

Second report on the training activities

Training activities at KUL, participation to external events/conferences and participation in the network is reported. Wide events listed in Table 1.2b.

Publications

Conference proceedings (5)

ACCO: Automated Causal CNN Scheduling Optimizer for Real-Time Edge Accelerators

Author(s): Jun Yin, Linyan Mei, Andre Guntoro, Marian Verhelst
Published in: 2023 IEEE 41st International Conference on Computer Design (ICCD), 2024, Page(s) 391-398
Publisher: IEEE
DOI: 10.1109/iccd58817.2023.00065

Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks?

Author(s): Stefano Damiano, Luca Bondi, Shabnam Ghaffarzadegan, Andre Guntoro, Toon van Waterschoot
Published in: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Issue 93, 2024, Page(s) 631-635
Publisher: IEEE
DOI: 10.1109/icassp48485.2024.10447868

Frequency Tracking Features for Data-Efficient Deep Siren Identification

Author(s): Stefano Damiano, Thomas Dietzen, Toon van Waterschoot
Published in: Proceedings of the 9th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2024), Oct. 2024, 2024
Publisher: DCASE
DOI: 10.48550/arxiv.2409.08587

Real-Time Acoustic Perception for Automotive Applications

Author(s): Jun Yin, Stefano Damiano, Marian Verhelst, Toon van Waterschoot, Andre Guntoro
Published in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024, Page(s) 1-6
Publisher: IEEE
DOI: 10.23919/date56975.2023.10137209

Pyroadacoustics: a Road Acoustics Simulator Based On Variable Length Delay Lines

Author(s): Damiano, Stefano Toon van Waterschoot
Published in: Proceedings of the 25th International Conference on Digital Audio Effects. 2022, 2022, Page(s) 216-223
Publisher: Proceedings of the 25th International Conference on Digital Audio Effects. 2022

Peer reviewed articles (4)

A framework for the acoustic simulation of passing vehicles using variable length delay lines

Author(s): Stefano Damiano, Luca Bondi, Andre Guntoro & Toon van Waterschoot
Published in: EURASIP Journal on Audio, Speech, and Music Processing, 2024, ISSN 1687-4722
Publisher: Springer

A Compressive Sensing Approach for the Reconstruction of the Soundfield Produced by Directive Sources in Reverberant Rooms

Author(s): Stefano Damiano, Federico Borra, Alberto Bernardini, Fabio Antonacci, Augusto Sarti
Published in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Issue 32, 2024, Page(s) 2667-2679, ISSN 2329-9290
Publisher: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2024.3398999

CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge

Author(s): Jun Yin, Marian Verhelst
Published in: ACM Transactions on Embedded Computing Systems, Issue 22, 2023, Page(s) 1-27, ISSN 1539-9087
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3586996

Synthetic data generation techniques for training deep acoustic siren identification networks

Author(s): Stefano Damiano, Benjamin Cramer, Andre Guntoro, Toon van Waterschoot
Published in: Frontiers in Signal Processing, Issue 4, 2024, ISSN 2673-8198
Publisher: Frontiers
DOI: 10.3389/frsip.2024.1358532