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Works (14)

Complex-bin2bin: A Latency-Flexible Generative Neural Model for Audio Packet Loss Concealment

IEEE Transactions on Audio, Speech and Language Processing
2025 | Journal article
Contributors: Carlo Aironi; Leonardo Gabrielli; Samuele Cornell; Stefano Squartini
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SiCRNN: A Siamese Approach for Sleep Apnea Identification via Tracheal Microphone Signals

Sensors
2024-12-05 | Journal article
Contributors: Davide Lillini; Carlo Aironi; Lucia Migliorelli; Leonardo Gabrielli; Stefano Squartini
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A3CarScene: An audio-visual dataset for driving scene understanding

Data in Brief
2023-06 | Journal article
Contributors: Michela Cantarini; Leonardo Gabrielli; Adriano Mancini; Stefano Squartini; Roberto Longo
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Antiderivative Antialiasing for Arbitrary Waveform Generation

IEEE/ACM Transactions on Audio, Speech, and Language Processing
2022 | Journal article
Contributors: Leonardo Gabrielli; Stefano D'Angelo; Pier Paolo La Pastina; Stefano Squartini
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Beware the Sirens: Prototyping an Emergency Vehicle Detection System for Smart Cars

2022 | Book chapter
Contributors: Michela Cantarini; Leonardo Gabrielli; Lucia Migliorelli; Adriano Mancini; Stefano Squartini
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Deep Optimization of Parametric IIR Filters for Audio Equalization

IEEE/ACM Transactions on Audio, Speech, and Language Processing
2022 | Journal article
Contributors: Giovanni Pepe; Leonardo Gabrielli; Stefano Squartini; Carlo Tripodi; Nicolo Strozzi
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Few-Shot Emergency Siren Detection

Sensors
2022-06 | Journal article | Author
Contributors: Michela Cantarini; Leonardo Gabrielli; stefano squartini
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Multidisciplinary Digital Publishing Institute
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Audio Metric Learning by Using Siamese Autoencoders for One-Shot Human Fall Detection

IEEE Transactions on Emerging Topics in Computational Intelligence
2021-02 | Journal article
Contributors: Diego Droghini; Stefano Squartini; Emanuele Principi; Leonardo Gabrielli; Francesco Piazza
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Special Issue on Deep Learning for Applications in Acoustics: Modeling, Synthesis, and Listening

Applied Sciences
2021-01-06 | Journal article
Contributors: Leonardo Gabrielli; György Fazekas; Juhan Nam
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The Rhodes electric piano: Analysis and simulation of the inharmonic overtones

The Journal of the Acoustical Society of America
2020-11 | Journal article
Contributors: Leonardo Gabrielli; Michela Cantarini; Paolo Castellini; Stefano Squartini
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Designing Audio Equalization Filters by Deep Neural Networks

Applied Sciences
2020-04-04 | Journal article
Contributors: Giovanni Pepe; Leonardo Gabrielli; Stefano Squartini; Luca Cattani
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A Multi-Stage Algorithm for Acoustic Physical Model Parameters Estimation

IEEE/ACM Transactions on Audio, Speech, and Language Processing
2019-08 | Journal article
Contributors: Leonardo Gabrielli; Stefano Tomassetti; Stefano Squartini; Carlo Zinato; Stefano Guaiana
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Polyphonic Sound Event Detection by Using Capsule Neural Networks

IEEE Journal of Selected Topics in Signal Processing
2019-05 | Journal article
Contributors: Fabio Vesperini; Leonardo Gabrielli; Emanuele Principi; Stefano Squartini
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End-to-End Learning for Physics-Based Acoustic Modeling

IEEE Transactions on Emerging Topics in Computational Intelligence
2018-04 | Journal article
Contributors: Leonardo Gabrielli; Stefano Tomassetti; Carlo Zinato; Francesco Piazza
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Peer review (26 reviews for 13 publications/grants)

Review activity for Applied sciences. (7)
Review activity for Computers. (1)
Review activity for Diagnostics. (3)
Review activity for EUSIPCO ... (2)
Review activity for IEEE access : (3)
Review activity for IEEE transactions on emerging topics in computational intelligence. (1)
Review activity for IEEE/ACM transactions on audio, speech, and language processing. (3)
Review activity for Intelligent transportation systems, IEEE transactions on. (1)
Review activity for Machine learning and knowledge extraction. (1)
Review activity for Personal and ubiquitous computing. (1)
Review activity for Proceedings of ... International Joint Conference on Neural Networks (1)
Review activity for Proceedings of the International Conference on Digital Audio Effects. (1)
Review activity for Sensors. (1)