Search Results for author: Peter Smit

Found 6 papers, 2 papers with code

Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models

no code implementations LREC 2020 Mittul Singh, Peter Smit, Sami Virpioja, Mikko Kurimo

We, however, show that for character-based NNLMs, only pretraining with a related language improves the ASR performance, and using an unrelated language may deteriorate it.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search

1 code implementation28 May 2020 Mittul Singh, Sami Virpioja, Peter Smit, Mikko Kurimo

On these tasks, interpolating the baseline RNNLM approximation and a conventional LM outperforms the conventional LM in terms of the Maximum Term Weighted Value for single-character subwords.

speech-recognition Speech Recognition

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