Search Results for author: Gilles Boulianne

Found 5 papers, 0 papers with code

Phoneme transcription of endangered languages: an evaluation of recent ASR architectures in the single speaker scenario

no code implementations Findings (ACL) 2022 Gilles Boulianne

These results on a number of varied languages suggest that ASR can now significantly reduce transcription efforts in the speaker-dependent situation common in endangered language work.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Speech Transcription Challenges for Resource Constrained Indigenous Language Cree

no code implementations LREC 2020 Vishwa Gupta, Gilles Boulianne

With these systems and varying amounts of transcribed and text data, we show that pre-training on other languages is important for speaker-independent recognition, and even small amounts of additional text-only documents are useful.

Language Modelling speech-recognition +1

Automatic Transcription Challenges for Inuktitut, a Low-Resource Polysynthetic Language

no code implementations LREC 2020 Vishwa Gupta, Gilles Boulianne

We introduce the first attempt at automatic speech recognition (ASR) in Inuktitut, as a representative for polysynthetic, low-resource languages, like many of the 900 Indigenous languages spoken in the Americas.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

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