SRI国际STAR-LAB系统描述IberSPEECH-RTVE 2018演讲者分类挑战赛

IberSPEECH Conference Pub Date : 2018-11-21 DOI:10.21437/iberspeech.2018-42

Diego Castán, Mitchell McLaren, Mahesh Kumar Nandwana

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引用次数: 3

摘要

本文件描述了STAR-LAB (SRI国际语音技术和研究实验室)提交给IberSPEECH-RTVE 2018演讲者Diarization挑战赛的开放条件。提交的核心组件包括噪声鲁棒语音活动检测，使用域自适应初始化的说话人嵌入，以及使用DNN瓶颈i向量子空间的变分贝叶斯(VB)二度化。

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The SRI International STAR-LAB System Description for IberSPEECH-RTVE 2018 Speaker Diarization Challenge

This document describes the submissions of STAR-LAB (the Speech Technology and Research Laboratory at SRI International) to the open-set condition of the IberSPEECH-RTVE 2018 Speaker Diarization Challenge. The core components of the submissions included noise-robust speech activity detection, speaker embeddings for initializing diarization with domain adaptation, and Variational Bayes (VB) diarization using a DNN bottleneck i-vector subspaces.

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IberSPEECH Conference

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