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Robust Summarization of Doctor-Patient Conversations: TalTech Systems for the Beyond Transcription Challenge
Aivo Olev, Tanel Alumäe
This paper describes TalTech's submissions to the Beyond Transcription Challenge (BeTraC), which requires generating SOAP notes directly from long doctor-patient conversation recor…
Finetuning End-to-End Models for Estonian Conversational Spoken Language Translation
Tiia Sildam, Andra Velve, Tanel Alumäe
This paper investigates the finetuning of end-to-end models for bidirectional Estonian-English and Estonian-Russian conversational speech-to-text translation. Due to the limited av…
Dialect Adaptation and Data Augmentation for Low-Resource ASR: TalTech Systems for the MADASR 2023 Challenge
Tanel Alumäe, Jiaming Kong, Daniil Robnikov
This paper describes Tallinn University of Technology (TalTech) systems developed for the ASRU MADASR 2023 Challenge. The challenge focuses on automatic speech recognition of diale…
Low-Resource Neural Headline Generation
Ottokar Tilk, Tanel Alumäe
Recent neural headline generation models have shown great results, but are generally trained on very large datasets. We focus our efforts on improving headline quality on smaller d…