Search Results for author: Jan "Honza" Černocký

Found 2 papers, 2 papers with code

Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic Units

2 code implementations5 Jul 2024 Bolaji Yusuf, Jan "Honza" Černocký, Murat Saraçlar

End-to-end (E2E) keyword search (KWS) has emerged as an alternative and complimentary approach to conventional keyword search which depends on the output of automatic speech recognition (ASR) systems.

Acoustic Unit Discovery Automatic Speech Recognition +2

Integration of variational autoencoder and spatial clustering for adaptive multi-channel neural speech separation

1 code implementation24 Nov 2020 Katerina Zmolikova, Marc Delcroix, Lukáš Burget, Tomohiro Nakatani, Jan "Honza" Černocký

In this paper, we propose a method combining variational autoencoder model of speech with a spatial clustering approach for multi-channel speech separation.

Audio and Speech Processing

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