Enea Ceolini

26 papers A 3B 1C 2Misc 2Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2023 J jnl
Common multi-day rhythms in smartphone behavior.
npj Digit. Medicine
Enea Ceolini, Arko Ghosh
2023 — conf
Long-Term Stable Electromyography Classification Using Canonical Correlation Analysis.
NER
Elisa Donati, Simone Benatti, Enea Ceolini, Giacomo Indiveri
2023 J jnl
Long-term stable Electromyography classification using Canonical Correlation Analysis.
CoRR
Elisa Donati, Simone Benatti, Enea Ceolini, Giacomo Indiveri
2020 J jnl
Brain-informed speech separation (BISS) for enhancement of target speaker in multitalker speech perception.
NeuroImage
Enea Ceolini, Jens Hjortkjær, Daniel D. E. Wong, James O'Sullivan, Vinay S. Raghavan, Jose Herrero, Ashesh D. Mehta, Shih-Chii Liu, Nima Mesgarani
2020 J jnl
Evaluating Multi-Channel Multi-Device Speech Separation Algorithms in the Wild: A Hardware-Software Solution.
IEEE ACM Trans. Audio Speech Lang. Process.
Enea Ceolini, Ilya Kiselev, Shih-Chii Liu
2019 B conf
Attention-driven Multi-sensor Selection.
IJCNN
Stefan Braun, Daniel Neil, Jithendar Anumula, Enea Ceolini, Shih-Chii Liu
2019 — conf
Audio classification systems using deep neural networks and an event-driven auditory sensor.
IEEE SENSORS
Enea Ceolini, Ilya Kiselev, Shih-Chii Liu
2019 — conf
Combining Deep Neural Networks and Beamforming for Real-Time Multi-Channel Speech Enhancement using a Wireless Acoustic Sensor Network.
MLSP
Enea Ceolini, Shih-Chii Liu
2019 J jnl
Event-Driven Sensing for Efficient Perception: Vision and audition algorithms.
IEEE Signal Process. Mag.
Shih-Chii Liu, Bodo Rueckauer, Enea Ceolini, Adrian E. G. Huber, Tobias Delbrück
2019 Misc conf
Event-driven Pipeline for Low-latency Low-compute Keyword Spotting and Speaker Verification System.
ICASSP
Enea Ceolini, Jithendar Anumula, Stefan Braun, Shih-Chii Liu
2019 C conf
FaSNet: Low-Latency Adaptive Beamforming for Multi-Microphone Audio Processing.
ASRU
Yi Luo, Cong Han, Nima Mesgarani, Enea Ceolini, Shih-Chii Liu
2019 J jnl
FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing.
CoRR
Yi Luo, Enea Ceolini, Cong Han, Shih-Chii Liu, Nima Mesgarani
2019 — ch.
Gradient-Based Attribution Methods.
Explainable AI
Marco Ancona, Enea Ceolini, Cengiz Öztireli, Markus H. Gross
2019 — conf
Live Demostration: Sensor fusion using EMG and vision for hand gesture classification in mobile applications.
BioCAS
Enea Ceolini, Gemma Taverni, Lyes Khacef, Melika Payvand, Elisa Donati
2019 — conf
Sensor fusion using EMG and vision for hand gesture classification in mobile applications.
BioCAS
Enea Ceolini, Gemma Taverni, Lyes Khacef, Melika Payvand, Elisa Donati
2019 J jnl
Sensor fusion using EMG and vision for hand gesture classification in mobile applications.
CoRR
Enea Ceolini, Gemma Taverni, Lyes Khacef, Melika Payvand, Elisa Donati
2018 C conf
An event-driven probabilistic model of sound source localization using cochlea spikes.
ISCAS
Jithendar Anumula, Enea Ceolini, Zhe He, Adrian E. G. Huber, Shih-Chii Liu
2018 A conf
DeltaRNN: A Power-efficient Recurrent Neural Network Accelerator.
FPGA
Chang Gao, Daniel Neil, Enea Ceolini, Shih-Chii Liu, Tobi Delbruck
2018 A conf
Multi-channel Attention for End-to-End Speech Recognition.
INTERSPEECH
Stefan Braun, Daniel Neil, Jithendar Anumula, Enea Ceolini, Shih-Chii Liu
2018 A conf
Speaker Activity Detection and Minimum Variance Beamforming for Source Separation.
INTERSPEECH
Enea Ceolini, Jithendar Anumula, Adrian E. G. Huber, Ilya Kiselev, Shih-Chii Liu
2018 — conf
Towards better understanding of gradient-based attribution methods for Deep Neural Networks.
ICLR (Poster)
Marco Ancona, Enea Ceolini, Cengiz Öztireli, Markus Gross
2017 J jnl
A unified view of gradient-based attribution methods for Deep Neural Networks.
CoRR
Marco Ancona, Enea Ceolini, A. Cengiz Öztireli, Markus H. Gross
2017 Misc conf
Impact of low-precision deep regression networks on single-channel source separation.
ICASSP
Enea Ceolini, Shih-Chii Liu
2017 J jnl
Sensor Transformation Attention Networks.
CoRR
Stefan Braun, Daniel Neil, Enea Ceolini, Jithendar Anumula, Shih-Chii Liu
2017 — conf
WHISPER: Wirelessly Synchronized Distributed Audio Sensor Platform.
LCN Workshops
Ilya Kiselev, Enea Ceolini, Daniel D. E. Wong, Alain de Cheveigné, Shih-Chii Liu
2016 — conf
Temporal sequence recognition in a self-organizing recurrent network.
EBCCSP
Enea Ceolini, Daniel Neil, Tobi Delbruck, Shih-Chii Liu