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Petr Cerva

3 accepted papers

2018

Robust Recognition of Speech with Background Music in Acoustically Under-Resourced Scenarios

ICASSP 2018accepted

This paper addresses the task of Automatic Speech Recognition (ASR) with music in the background. We consider two different situations: 1) scenarios with very small amount of labeled training utterances (duration 1 hour) and 2) scenarios with large amount of labeled training utterances (duration 132…

Cited by 0Source ↗Scholar ↗
2017

Speech Activity Detection in online broadcast transcription using Deep Neural Networks and Weighted Finite State Transducers

ICASSP 2017accepted

In this paper, a new approach to online Speech Activity Detection (SAD) is proposed. This approach is designed for the use in a system that carries out 24/7 transcription of radio/TV broadcasts containing a large amount of non-speech segments, such as advertisements or music. To improve the robustne…

Cited by 0Source ↗Scholar ↗