Authors
David Dean, Ahilan Kanagasundaram, Houman Ghaemmaghami, Md Hafizur Rahman, Sridha Sridharan
Publication date
2015
Journal
Proceedings of the 16th Annual Conference of the International Speech Communication Association, Interspeech 2015
Pages
3456-3460
Publisher
International Speech Communication Association
Description
The QUT-NOISE-SRE protocol is designed to mix the large QUT-NOISE database, consisting of over 10 hours of back- ground noise, collected across 10 unique locations covering 5 common noise scenarios, with commonly used speaker recognition datasets such as Switchboard, Mixer and the speaker recognition evaluation (SRE) datasets provided by NIST. By allowing common, clean, speech corpora to be mixed with a wide variety of noise conditions, environmental reverberant responses, and signal-to-noise ratios, this protocol provides a solid basis for the development, evaluation and benchmarking of robust speaker recognition algorithms, and is freely available to download alongside the QUT-NOISE database. In this work, we use the QUT-NOISE-SRE protocol to evaluate a state-of-the-art PLDA i-vector speaker recognition system, demonstrating the importance of designing voice-activity-detection front-ends specifically for speaker recognition, rather than aiming for perfect coherence with the true speech/non-speech boundaries.
Total citations
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Scholar articles
D Dean, A Kanagasundaram, H Ghaemmaghami… - Proceedings of the 16th Annual Conference of the …, 2015