A survey of code-switched speech and language processing
Code-switching, the alternation of languages within a conversation or utterance, is a
common communicative phenomenon that occurs in multilingual communities across the …
common communicative phenomenon that occurs in multilingual communities across the …
On the end-to-end solution to mandarin-english code-switching speech recognition
Code-switching (CS) refers to a linguistic phenomenon where a speaker uses different
languages in an utterance or between alternating utterances. In this work, we study end-to …
languages in an utterance or between alternating utterances. In this work, we study end-to …
Towards code-switching ASR for end-to-end CTC models
Although great progress has been made on end-to-end (E2E) models for monolingual and
multilingual automatic speech recognition (ASR), there is no successful study for E2E …
multilingual automatic speech recognition (ASR), there is no successful study for E2E …
Investigating end-to-end speech recognition for mandarin-english code-switching
Code-switching is a common phenomenon in many multilingual communities and presents
a challenge to automatic speech recognition (ASR). In this paper, three approaches are …
a challenge to automatic speech recognition (ASR). In this paper, three approaches are …
Multi-encoder-decoder transformer for code-switching speech recognition
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 …
within a single sentence or across sentences. Automatic speech recognition (ASR) of CS …
[PDF][PDF] Linguistically Motivated Parallel Data Augmentation for Code-Switch Language Modeling.
Code-switch language modeling is challenging due to data scarcity as well as expanded
vocabulary that involves two languages. We present a novel computational method to …
vocabulary that involves two languages. We present a novel computational method to …
Acoustic data augmentation for Mandarin-English code-switching speech recognition
Code-switching (CS) is a multilingual phenomenon where a speaker uses different
languages in an utterance or between alternating utterances. Developing large-scale …
languages in an utterance or between alternating utterances. Developing large-scale …
Data augmentation for end-to-end code-switching speech recognition
Training a code-switching end-to-end automatic speech recognition (ASR) model normally
requires a large amount of data, while code-switching data is often limited. In this paper …
requires a large amount of data, while code-switching data is often limited. In this paper …
Transliteration based approaches to improve code-switched speech recognition performance
J Emond, B Ramabhadran, B Roark… - 2018 IEEE Spoken …, 2018 - ieeexplore.ieee.org
Code-switching is a commonly occurring phenomenon in many multilingual communities,
wherein a speaker switches between languages within a single utterance. Conventional …
wherein a speaker switches between languages within a single utterance. Conventional …
Rnn-transducer with language bias for end-to-end mandarin-english code-switching speech recognition
Recently, language identity information has been utilized to improve the performance of end-
to-end code-switching (CS) speech recognition task. However, previous work use an …
to-end code-switching (CS) speech recognition task. However, previous work use an …