28 citations · 88 across the 23 of their papers we have counts for
4 papers · 1 filter
Multi-Encoder-Decoder Transformer for Code-Switching Speech Recognition
Xinyuan Zhou, Emre Yılmaz, Yanhua Long +2
Code-switching (CS) occurs when a speaker alternates words of two or more languages within a single sentence or across sentences. Automatic speech recognition (ASR) of CS speech ha…
Self-and-Mixed Attention Decoder with Deep Acoustic Structure for Transformer-based LVCSR
Xinyuan Zhou, Grandee Lee, Emre Yılmaz +3
The Transformer has shown impressive performance in automatic speech recognition. It uses the encoder-decoder structure with self-attention to learn the relationship between the hi…
Semi-supervised acoustic modelling for five-lingual code-switched ASR using automatically-segmented soap opera speech
N. Wilkinson, A. Biswas, E. Yılmaz +3
This paper considers the impact of automatic segmentation on the fully-automatic, semi-supervised training of automatic speech recognition (ASR) systems for five-lingual code-switc…
Semi-supervised Development of ASR Systems for Multilingual Code-switched Speech in Under-resourced Languages
Astik Biswas, Emre Yılmaz, Febe de Wet +2
This paper reports on the semi-supervised development of acoustic and language models for under-resourced, code-switched speech in five South African languages. Two approaches are…