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04/07/2023
Margin-Mixup: A Method for Robust Speaker Verification in Multi-Speaker Audio
This paper is concerned with the task of speaker verification on audio w...
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11/20/2022
Simultaneously Learning Robust Audio Embeddings and balanced Hash codes for Query-by-Example
Audio fingerprinting systems must efficiently and robustly identify quer...
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10/21/2022
BioLORD: Learning Ontological Representations from Definitions (for Biomedical Concepts and their Textual Descriptions)
This work introduces BioLORD, a new pre-training strategy for producing ...
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10/16/2022
Attention-Based Audio Embeddings for Query-by-Example
An ideal audio retrieval system efficiently and robustly recognizes a sh...
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06/19/2022
Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping
Automatic Speech Recognition (ASR) systems are known to exhibit difficul...
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10/18/2021
Tackling the Score Shift in Cross-Lingual Speaker Verification by Exploiting Language Information
This paper contains a post-challenge performance analysis on cross-lingu...
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09/09/2021
The IDLAB VoxCeleb Speaker Recognition Challenge 2021 System Description
This technical report describes the IDLab submission for track 1 and 2 o...
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08/02/2021
Robust Acoustic Scene Classification in the Presence of Active Foreground Speech
We present an iVector based Acoustic Scene Classification (ASC) system s...
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10/23/2020
The IDLAB VoxCeleb Speaker Recognition Challenge 2020 System Description
In this technical report we describe the IDLAB top-scoring submissions f...
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10/21/2020
The IDLAB VoxSRC-20 Submission: Large Margin Fine-Tuning and Quality-Aware Score Calibration in DNN Based Speaker Verification
In this paper we propose and analyse a large margin fine-tuning strategy...
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07/15/2020
Cross-Lingual Speaker Verification with Domain-Balanced Hard Prototype Mining and Language-Dependent Score Normalization
In this paper we describe the top-scoring IDLab submission for the text-...
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05/14/2020
ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification
Current speaker verification techniques rely on a neural network to extr...
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08/28/2018
