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09/16/2023
Regularized Contrastive Pre-training for Few-shot Bioacoustic Sound Detection
Bioacoustic sound event detection allows for better understanding of ani...
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09/02/2023
Pretraining Representations for Bioacoustic Few-shot Detection using Supervised Contrastive Learning
Deep learning has been widely used recently for sound event detection an...
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08/02/2023
From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion
Deep generative models can generate high-fidelity audio conditioned on v...
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07/31/2023
SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays
Speech enhancement in ad-hoc microphone arrays is often hindered by the ...
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07/05/2023
Self-supervised learning with diffusion-based multichannel speech enhancement for speaker verification under noisy conditions
The paper introduces Diff-Filter, a multichannel speech enhancement appr...
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06/27/2023
Post-Processing Independent Evaluation of Sound Event Detection Systems
Due to the high variation in the application requirements of sound event...
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10/17/2022
How to Leverage DNN-based speech enhancement for multi-channel speaker verification?
Speaker verification (SV) suffers from unsatisfactory performance in far...
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10/14/2022
Description and analysis of novelties introduced in DCASE Task 4 2022 on the baseline system
The aim of the Detection and Classification of Acoustic Scenes and Event...
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02/03/2022
A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes
This paper proposes a benchmark of submissions to Detection and Classifi...
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01/31/2022
Threshold Independent Evaluation of Sound Event Detection Scores
Performing an adequate evaluation of sound event detection (SED) systems...
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09/28/2021
The impact of non-target events in synthetic soundscapes for sound event detection
Detection and Classification Acoustic Scene and Events Challenge 2021 Ta...
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06/15/2021
Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes
Speech enhancement promises higher efficiency in ad-hoc microphone array...
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11/02/2020
What's All the FUSS About Free Universal Sound Separation Data?
We introduce the Free Universal Sound Separation (FUSS) dataset, a new c...
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11/02/2020
Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes
We propose a benchmark of state-of-the-art sound event detection systems...
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10/26/2020
Improving Sound Event Detection Metrics: Insights from DCASE 2020
The ranking of sound event detection (SED) systems may be biased by assu...
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07/26/2020
UIAI System for Short-Duration Speaker Verification Challenge 2020
In this work, we present the system description of the UIAI entry for th...
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07/08/2020
Improving Sound Event Detection In Domestic Environments Using Sound Separation
Performing sound event detection on real-world recordings often implies ...
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07/08/2020
Training Sound Event Detection On A Heterogeneous Dataset
Training a sound event detection algorithm on a heterogeneous dataset in...
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05/11/2020
Foreground-Background Ambient Sound Scene Separation
Ambient sound scenes typically comprise multiple short events occurring ...
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02/13/2020
DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays
Multichannel processing is widely used for speech enhancement but severa...
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02/05/2020
Limitations of weak labels for embedding and tagging
While many datasets and approaches in ambient sound analysis use weakly ...
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11/20/2019
Joint DNN-Based Multichannel Reduction of Acoustic Echo, Reverberation and Noise
We consider the problem of simultaneous reduction of acoustic echo, reve...
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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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07/03/2019
Audio-Based Search and Rescue with a Drone: Highlights from the IEEE Signal Processing Cup 2019 Student Competition
Unmanned aerial vehicles (UAV), commonly referred to as drones, have rai...
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07/27/2018
Large-Scale Weakly Labeled Semi-Supervised Sound Event Detection in Domestic Environments
This paper presents DCASE 2018 task 4. The task evaluates systems for th...
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07/01/2017