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06/23/2023
The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios
The CHiME challenges have played a significant role in the development a...
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05/29/2023
An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings
We performed an experimental review of current diarization systems for t...
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03/21/2023
End-to-End Integration of Speech Separation and Voice Activity Detection for Low-Latency Diarization of Telephone Conversations
Recent works show that speech separation guided diarization (SSGD) is an...
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11/08/2021
Learning Filterbanks for End-to-End Acoustic Beamforming
Recent work on monaural source separation has shown that performance can...
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10/05/2021
Deep Optimization of Parametric IIR Filters for Audio Equalization
This paper describes a novel Deep Learning method for the design of IIR ...
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04/06/2021
Learning to Rank Microphones for Distant Speech Recognition
Fully exploiting ad-hoc microphone networks for distant speech recogniti...
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11/12/2020
Real-World Anomaly Detection by using Digital Twin Systems and Weakly-Supervised Learning
The continuously growing amount of monitored data in the Industry 4.0 co...
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11/06/2019
The Speed Submission to DIHARD II: Contributions Lessons Learned
This paper describes the speaker diarization systems developed for the S...
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04/03/2019
End-to-end Binaural Sound Localisation from the Raw Waveform
A novel end-to-end binaural sound localisation approach is proposed whic...
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02/23/2019
Transfer Learning for Non-Intrusive Load Monitoring
Non-intrusive load monitoring (NILM) is a technique to recover source ap...
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10/15/2018
Polyphonic Sound Event Detection by using Capsule Neural Networks
Artificial sound event detection (SED) has the aim to mimic the human ab...
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10/15/2018
Polyphonic Sound Event Detection by using Capsule Neural Network
Artificial sound event detection (SED) has the aim to mimic the human ab...
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09/14/2018