A Unified Deep Learning Framework for Short-Duration Speaker Verification in Adverse Environments

A Unified Deep Learning Framework for Short-Duration Speaker Verification in Adverse Environments

Speaker verification (SV) has recently attracted considerable research interest due to the growing popularity of virtual assistants. At the same time, there is an increasing requirement for an SV system: it should be robust to short speech segments, especially in noisy and reverberant environments....

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Bibliographic Details
Main Authors: Youngmoon Jung, Yeunju Choi, Hyungjun Lim, Hoirin Kim
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Unified deep learning framework
speaker verification
VAD
multi-scale aggregation
self-adaptive soft VAD
speech enhancement
Online Access:https://ieeexplore.ieee.org/document/9203835/
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https://ieeexplore.ieee.org/document/9203835/

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