Intelligent Ultra Low-Power Signal Processing for Automotive

Informations projet

I-SPOT

N° de convention de subvention: 956962

DOI

10.3030/956962

Projet clôturé

Date de signature de la CE 8 Juillet 2020

Date de début 1 Novembre 2020

Date de fin 31 Octobre 2024

Financé au titre de

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coût total

€ 512 640,00

Contribution de l’UE

€ 512 640,00

Coordonné par

KATHOLIEKE UNIVERSITEIT LEUVEN
Belgium

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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

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

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

Auteurs: Stefano Damiano, Luca Bondi, Shabnam Ghaffarzadegan, Andre Guntoro, Toon van Waterschoot
Publié dans: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numéro 93, 2024, Page(s) 631-635
Éditeur: IEEE
DOI: 10.1109/icassp48485.2024.10447868

Frequency Tracking Features for Data-Efficient Deep Siren Identification

Auteurs: Stefano Damiano, Thomas Dietzen, Toon van Waterschoot
Publié dans: Proceedings of the 9th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2024), Oct. 2024, 2024
Éditeur: DCASE
DOI: 10.48550/arxiv.2409.08587

Real-Time Acoustic Perception for Automotive Applications

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

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

Auteurs: Damiano, Stefano Toon van Waterschoot
Publié dans: Proceedings of the 25th International Conference on Digital Audio Effects. 2022, 2022, Page(s) 216-223
Éditeur: 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

Auteurs: Stefano Damiano, Luca Bondi, Andre Guntoro & Toon van Waterschoot
Publié dans: EURASIP Journal on Audio, Speech, and Music Processing, 2024, ISSN 1687-4722
Éditeur: Springer

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

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

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

Auteurs: Jun Yin, Marian Verhelst
Publié dans: ACM Transactions on Embedded Computing Systems, Numéro 22, 2023, Page(s) 1-27, ISSN 1539-9087
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3586996

Synthetic data generation techniques for training deep acoustic siren identification networks

Auteurs: Stefano Damiano, Benjamin Cramer, Andre Guntoro, Toon van Waterschoot
Publié dans: Frontiers in Signal Processing, Numéro 4, 2024, ISSN 2673-8198
Éditeur: Frontiers
DOI: 10.3389/frsip.2024.1358532