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publications
Sound Event Detection for Human Safety and Security in Noisy Environments
Published in IEEE Access, 2022
Identification of anomalous events in recordings in a noisy public transportation environment (i.e., bus).
Recommended citation: M. Neri, F. Battisti, A. Neri and M. Carli, "Sound Event Detection for Human Safety and Security in Noisy Environments," in IEEE Access, vol. 10, pp. 134230-134240, 2022, doi: 10.1109/ACCESS.2022.3231681.
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No-Reference Light Field Image Quality Assessment Exploiting Saliency
Published in IEEE Transactions on Broadcasting, 2023
Estimating the quality of a light field image without the use of reference exploiting saliency and angular features.
Recommended citation: K. Lamichhane, M. Neri, F. Battisti, P. Paudyal and M. Carli, "No-Reference Light Field Image Quality Assessment Exploiting Saliency," in IEEE Transactions on Broadcasting, vol. 69, no. 3, pp. 790-800, Sept. 2023, doi: 10.1109/TBC.2023.3242150.
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Speaker Distance Estimation in Enclosures from Single-Channel Audio
Published in IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024
Estimating speaker distance using only one microphone in enclosures using deep learning.
Recommended citation: M. Neri, A. Politis, D. A. Krause, M. Carli and T. Virtanen, "Speaker Distance Estimation in Enclosures From Single-Channel Audio," in IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 32, pp. 2242-2254, 2024, doi: 10.1109/TASLP.2024.3382504
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Low-complexity Attention-based Unsupervised Anomalous Sound Detection exploiting Separable Convolutions and Angular Loss
Published in IEEE Sensors Letters, 2024
Identification of anomalous audio recordings without the use of labels with low-complexity deep learning methods.
Recommended citation: M. Neri and M. Carli, "Low-Complexity Attention-Based Unsupervised Anomalous Sound Detection Exploiting Separable Convolutions and Angular Loss," in IEEE Sensors Letters, vol. 8, no. 11, pp. 1-4, Nov. 2024, Art no. 6014404, doi: 10.1109/LSENS.2024.3480450.
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Enhancing Occupational Safety and Health Training: A Guideline for Virtual Reality Integration
Published in IEEE Access, 2024
Review of Virtual Reality (VR)-based methods for training safety and health procedures to working staff.
Recommended citation: M. Bernabei et al., "Enhancing Occupational Safety and Health Training: A Guideline for Virtual Reality Integration," in IEEE Access, vol. 12, pp. 154349-154364, 2024, doi: 10.1109/ACCESS.2024.3481668.
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Low-Complexity Patch-based No-Reference Point Cloud Quality Metric exploiting Weighted Structure and Texture Features
Published in IEEE Transactions on Broadcasting, 2025
No-reference point cloud quality metric with low-complexity neural network combining texture and structure features.
Recommended citation: M. Neri and F. Battisti, "Low-Complexity Patch-based No-Reference Point Cloud Quality Metric exploiting Weighted Structure and Texture Features," in IEEE Transactions on Broadcasting, Early Access, 2025, doi: 10.1109/TBC.2025.3553305.
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Multi-channel Replay Speech Detection using an Adaptive Learnable Beamformer
Published in IEEE Open Journal of Signal Processing, 2025
Detecting replay excerpts from multi-channels recordings with a learnable adaptive time-frequency beamformer.
Recommended citation: M. Neri, and T. Virtanen, "SMulti-channel Replay Speech Detection using an Adaptive Learnable Beamformer," in IEEE Open Journal of Signal Processing, Early Access, 2025, doi: 10.1109/OJSP.2025.3568758.
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