Intelligent Ultra Low-Power Signal Processing for Automotive

Información del proyecto

I-SPOT

Identificador del acuerdo de subvención: 956962

DOI

10.3030/956962

Proyecto cerrado

Fecha de la firma de la CE 8 Julio 2020

Fecha de inicio 1 Noviembre 2020

Fecha de finalización 31 Octubre 2024

Financiado con arreglo a

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coste total

€ 512 640,00

Aportación de la UE

€ 512 640,00

Coordinado por

KATHOLIEKE UNIVERSITEIT LEUVEN
Belgium

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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.

Publicaciones

Conference proceedings (5)

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

Autores: Jun Yin, Linyan Mei, Andre Guntoro, Marian Verhelst
Publicado en: 2023 IEEE 41st International Conference on Computer Design (ICCD), 2024, Página(s) 391-398
Editor: IEEE
DOI: 10.1109/iccd58817.2023.00065

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

Autores: Stefano Damiano, Luca Bondi, Shabnam Ghaffarzadegan, Andre Guntoro, Toon van Waterschoot
Publicado en: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Edición 93, 2024, Página(s) 631-635
Editor: IEEE
DOI: 10.1109/icassp48485.2024.10447868

Frequency Tracking Features for Data-Efficient Deep Siren Identification

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

Real-Time Acoustic Perception for Automotive Applications

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

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

Autores: Damiano, Stefano Toon van Waterschoot
Publicado en: Proceedings of the 25th International Conference on Digital Audio Effects. 2022, 2022, Página(s) 216-223
Editor: 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

Autores: Stefano Damiano, Luca Bondi, Andre Guntoro & Toon van Waterschoot
Publicado en: EURASIP Journal on Audio, Speech, and Music Processing, 2024, ISSN 1687-4722
Editor: Springer

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

Autores: Stefano Damiano, Federico Borra, Alberto Bernardini, Fabio Antonacci, Augusto Sarti
Publicado en: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Edición 32, 2024, Página(s) 2667-2679, ISSN 2329-9290
Editor: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2024.3398999

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

Autores: Jun Yin, Marian Verhelst
Publicado en: ACM Transactions on Embedded Computing Systems, Edición 22, 2023, Página(s) 1-27, ISSN 1539-9087
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3586996

Synthetic data generation techniques for training deep acoustic siren identification networks

Autores: Stefano Damiano, Benjamin Cramer, Andre Guntoro, Toon van Waterschoot
Publicado en: Frontiers in Signal Processing, Edición 4, 2024, ISSN 2673-8198
Editor: Frontiers
DOI: 10.3389/frsip.2024.1358532