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Julie Carson-Berndsen

2 accepted papers

2024

Enhancing Conversation Smoothness in Language Learning Chatbots: An Evaluation of GPT4 for ASR Error Correction

ICASSP 2024accepted

The integration of natural language processing (NLP) technologies into educational applications has shown promising results, particularly in the language learning domain. Many spoken open-domain chatbots have been used as speaking partners, helping language learners improve their language skills. Ho…

Cited by 0SourceScholar
2024

Following the Embedding: Identifying Transition Phenomena in Wav2vec 2.0 Representations of Speech Audio

ICASSP 2024accepted

Although transformer-based models have improved the state-of-the-art in speech recognition, it is still not well understood what information from the speech signal these models encode in their latent representations. This study investigates the potential of using labelled data (TIMIT) to probe wav2v…

Cited by 0SourceScholar