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Short-duration Speaker Verification (SdSV) Challenge 2021: the Challenge Evaluation Plan

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arxiv 1912.06311 v3 pith:L3RS562G submitted 2019-12-13 eess.AS cs.CLcs.SD

classification eess.AScs.CLcs.SD
keywords challengespeakersdsvshort-durationverificationphoneticvaryinganalysis
verification ladder T0 review T1 audit T2 compute T3 formal

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This document describes the Short-duration Speaker Verification (SdSV) Challenge 2021. The main goal of the challenge is to evaluate new technologies for text-dependent (TD) and text-independent (TI) speaker verification (SV) in a short duration scenario. The proposed challenge evaluates SdSV with varying degree of phonetic overlap between the enrollment and test utterances (cross-lingual). It is the first challenge with a broad focus on systematic benchmark and analysis on varying degrees of phonetic variability on short-duration speaker recognition. We expect that modern methods (deep neural networks in particular) will play a key role.

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  1. Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement

    eess.AS 2025-05 conditional novelty 4.0 of 10

    A speaker-embedding-free enhancement model is extended to do both conventional denoising and target-speaker extraction with a zero-enrollment trick, plus a consistency loss that pairs two enrollment utterances of the ...

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