2017 INTERSPEECH INTERSPEECH 2017

The ModelTalker Project: A Web-Based Voice Banking Pipeline for ALS/MND Patients

Abstract

The Nemours ModelTalker supports voice banking for users diagnosed with ALS/MND and related neurodegenerative diseases. Users record up to 1600 sentences from which a synthetic voice is constructed. For the past two years we have focused on extending and refining a web-based recording tool to support this process. In this demonstration, we illustrate the features of the web-based pipeline that guides patients through the process of setting up to record at home, recording a standard speech inventory, adding custom recordings, and screening alternative versions of their voice and alternative synthesis parameter settings. Finally, we summarize results from 352 individuals with a wide range of speaking ability, who have recently used this voice banking pipeline.

🌉 Interdisciplinary Bridge — Artificial Intelligence and Machine Learning
🧭 Keyword Pioneer — neurodegenerative disease
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio