97 citations · 276 across the 12 of their papers we have counts for
7 papers · 1 filter
Graph Attention Networks for Speaker Verification
Jee-weon Jung, Hee-Soo Heo, Ha-Jin Yu +1
This work presents a novel back-end framework for speaker verification using graph attention networks. Segment-wise speaker embeddings extracted from multiple crops within an utter…
Clova Baseline System for the VoxCeleb Speaker Recognition Challenge 2020
Hee Soo Heo, Bong-Jin Lee, Jaesung Huh +1
This report describes our submission to the VoxCeleb Speaker Recognition Challenge (VoxSRC) at Interspeech 2020. We perform a careful analysis of speaker recognition models based o…
Cross attentive pooling for speaker verification
Seong Min Kye, Yoohwan Kwon, Joon Son Chung
The goal of this paper is text-independent speaker verification where utterances come from 'in the wild' videos and may contain irrelevant signal. While speaker verification is nat…
Metric Learning for Keyword Spotting
Jaesung Huh, Minjae Lee, Heesoo Heo +2
The goal of this work is to train effective representations for keyword spotting via metric learning. Most existing works address keyword spotting as a closed-set classification pr…
In defence of metric learning for speaker recognition
Joon Son Chung, Jaesung Huh, Seongkyu Mun +7
The objective of this paper is 'open-set' speaker recognition of unseen speakers, where ideal embeddings should be able to condense information into a compact utterance-level repre…
Disentangled Speech Embeddings using Cross-modal Self-supervision
Arsha Nagrani, Joon Son Chung, Samuel Albanie +1
The objective of this paper is to learn representations of speaker identity without access to manually annotated data. To do so, we develop a self-supervised learning objective tha…