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06/07/2023
Transfer Learning of Transformer-based Speech Recognition Models from Czech to Slovak
In this paper, we are comparing several methods of training the Slovak s...
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11/02/2022
Transformer-based encoder-encoder architecture for Spoken Term Detection
The paper presents a method for spoken term detection based on the Trans...
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10/21/2022
Deep LSTM Spoken Term Detection using Wav2Vec 2.0 Recognizer
In recent years, the standard hybrid DNN-HMM speech recognizers are outp...
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06/15/2022
Transformer-based Automatic Speech Recognition of Formal and Colloquial Czech in MALACH Project
Czech is a very specific language due to its large differences between t...
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06/15/2022
Exploring Capabilities of Monolingual Audio Transformers using Large Datasets in Automatic Speech Recognition of Czech
In this paper, we present our progress in pretraining Czech monolingual ...
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07/21/2021