Enea Ceolini

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 25

Top Topics

Minimum Variance

Keyword Spotting

Speech Enhancement

Top Venues

Publications

Elisa Donati, Simone Benatti, Enea Ceolini, Giacomo Indiveri
Long-Term Stable Electromyography Classification Using Canonical Correlation Analysis. NER (2023)
Enea Ceolini, Arko Ghosh
Common multi-day rhythms in smartphone behavior. npj Digit. Medicine 6 (2023)
Elisa Donati, Simone Benatti, Enea Ceolini, Giacomo Indiveri
Long-term stable Electromyography classification using Canonical Correlation Analysis. CoRR (2023)
Enea Ceolini, Jens Hjortkjær, Daniel D. E. Wong, James O'Sullivan, Vinay S. Raghavan, Jose Herrero, Ashesh D. Mehta, Shih-Chii Liu, Nima Mesgarani
Brain-informed speech separation (BISS) for enhancement of target speaker in multitalker speech perception. NeuroImage 223 (2020)
Enea Ceolini, Ilya Kiselev, Shih-Chii Liu
Evaluating Multi-Channel Multi-Device Speech Separation Algorithms in the Wild: A Hardware-Software Solution. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Enea Ceolini, Shih-Chii Liu
Combining Deep Neural Networks and Beamforming for Real-Time Multi-Channel Speech Enhancement using a Wireless Acoustic Sensor Network. MLSP (2019)
Enea Ceolini, Jithendar Anumula, Stefan Braun, Shih-Chii Liu
Event-driven Pipeline for Low-latency Low-compute Keyword Spotting and Speaker Verification System. ICASSP (2019)
Enea Ceolini, Gemma Taverni, Lyes Khacef, Melika Payvand, Elisa Donati
Sensor fusion using EMG and vision for hand gesture classification in mobile applications. BioCAS (2019)
Yi Luo, Enea Ceolini, Cong Han, Shih-Chii Liu, Nima Mesgarani
FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing. CoRR (2019)
Enea Ceolini, Ilya Kiselev, Shih-Chii Liu
Audio classification systems using deep neural networks and an event-driven auditory sensor. IEEE SENSORS (2019)
Enea Ceolini, Gemma Taverni, Lyes Khacef, Melika Payvand, Elisa Donati
Live Demostration: Sensor fusion using EMG and vision for hand gesture classification in mobile applications. BioCAS (2019)
Enea Ceolini, Gemma Taverni, Lyes Khacef, Melika Payvand, Elisa Donati
Sensor fusion using EMG and vision for hand gesture classification in mobile applications. CoRR (2019)
Shih-Chii Liu, Bodo Rueckauer, Enea Ceolini, Adrian E. G. Huber, Tobias Delbrück
Event-Driven Sensing for Efficient Perception: Vision and audition algorithms. IEEE Signal Process. Mag. 36 (6) (2019)
Stefan Braun, Daniel Neil, Jithendar Anumula, Enea Ceolini, Shih-Chii Liu
Attention-driven Multi-sensor Selection. IJCNN (2019)
Yi Luo, Cong Han, Nima Mesgarani, Enea Ceolini, Shih-Chii Liu
FaSNet: Low-Latency Adaptive Beamforming for Multi-Microphone Audio Processing. ASRU (2019)
Stefan Braun, Daniel Neil, Jithendar Anumula, Enea Ceolini, Shih-Chii Liu
Multi-channel Attention for End-to-End Speech Recognition. INTERSPEECH (2018)
Enea Ceolini, Jithendar Anumula, Adrian E. G. Huber, Ilya Kiselev, Shih-Chii Liu
Speaker Activity Detection and Minimum Variance Beamforming for Source Separation. INTERSPEECH (2018)
Chang Gao, Daniel Neil, Enea Ceolini, Shih-Chii Liu, Tobi Delbrück
DeltaRNN: A Power-efficient Recurrent Neural Network Accelerator. FPGA (2018)
Marco Ancona, Enea Ceolini, Cengiz Öztireli, Markus Gross
Towards better understanding of gradient-based attribution methods for Deep Neural Networks. ICLR (Poster) (2018)
Jithendar Anumula, Enea Ceolini, Zhe He, Adrian E. G. Huber, Shih-Chii Liu
An event-driven probabilistic model of sound source localization using cochlea spikes. ISCAS (2018)
Marco Ancona, Enea Ceolini, A. Cengiz Öztireli, Markus H. Gross
A unified view of gradient-based attribution methods for Deep Neural Networks. CoRR (2017)
Ilya Kiselev, Enea Ceolini, Daniel D. E. Wong, Alain de Cheveigné, Shih-Chii Liu
WHISPER: Wirelessly Synchronized Distributed Audio Sensor Platform. LCN Workshops (2017)
Stefan Braun, Daniel Neil, Enea Ceolini, Jithendar Anumula, Shih-Chii Liu
Sensor Transformation Attention Networks. CoRR (2017)
Enea Ceolini, Shih-Chii Liu
Impact of low-precision deep regression networks on single-channel source separation. ICASSP (2017)
Enea Ceolini, Daniel Neil, Tobi Delbrück, Shih-Chii Liu
Temporal sequence recognition in a self-organizing recurrent network. EBCCSP (2016)