Intelligent Ultra Low-Power Signal Processing for Automotive

Informazioni relative al progetto

I-SPOT

ID dell’accordo di sovvenzione: 956962

DOI

10.3030/956962

Progetto chiuso

Data della firma CE 8 Luglio 2020

Data di avvio 1 Novembre 2020

Data di completamento 31 Ottobre 2024

Finanziato da

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Costo totale

€ 512 640,00

Contributo UE

€ 512 640,00

Coordinato da

KATHOLIEKE UNIVERSITEIT LEUVEN
Belgium

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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.

Pubblicazioni

Conference proceedings (5)

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

Autori: Jun Yin, Linyan Mei, Andre Guntoro, Marian Verhelst
Pubblicato in: 2023 IEEE 41st International Conference on Computer Design (ICCD), 2024, Pagina/e 391-398
Editore: IEEE
DOI: 10.1109/iccd58817.2023.00065

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

Autori: Stefano Damiano, Luca Bondi, Shabnam Ghaffarzadegan, Andre Guntoro, Toon van Waterschoot
Pubblicato in: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numero 93, 2024, Pagina/e 631-635
Editore: IEEE
DOI: 10.1109/icassp48485.2024.10447868

Frequency Tracking Features for Data-Efficient Deep Siren Identification

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

Real-Time Acoustic Perception for Automotive Applications

Autori: Jun Yin, Stefano Damiano, Marian Verhelst, Toon van Waterschoot, Andre Guntoro
Pubblicato in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024, Pagina/e 1-6
Editore: IEEE
DOI: 10.23919/date56975.2023.10137209

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

Autori: Damiano, Stefano Toon van Waterschoot
Pubblicato in: Proceedings of the 25th International Conference on Digital Audio Effects. 2022, 2022, Pagina/e 216-223
Editore: 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

Autori: Stefano Damiano, Luca Bondi, Andre Guntoro & Toon van Waterschoot
Pubblicato in: EURASIP Journal on Audio, Speech, and Music Processing, 2024, ISSN 1687-4722
Editore: Springer

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

Autori: Stefano Damiano, Federico Borra, Alberto Bernardini, Fabio Antonacci, Augusto Sarti
Pubblicato in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Numero 32, 2024, Pagina/e 2667-2679, ISSN 2329-9290
Editore: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2024.3398999

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

Autori: Jun Yin, Marian Verhelst
Pubblicato in: ACM Transactions on Embedded Computing Systems, Numero 22, 2023, Pagina/e 1-27, ISSN 1539-9087
Editore: Association for Computing Machinary, Inc.
DOI: 10.1145/3586996

Synthetic data generation techniques for training deep acoustic siren identification networks

Autori: Stefano Damiano, Benjamin Cramer, Andre Guntoro, Toon van Waterschoot
Pubblicato in: Frontiers in Signal Processing, Numero 4, 2024, ISSN 2673-8198
Editore: Frontiers
DOI: 10.3389/frsip.2024.1358532