AIMC Topic: Voice

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Using Smartphones and Machine Learning to Quantify Parkinson Disease Severity: The Mobile Parkinson Disease Score.

JAMA neurology Jul 1, 2018
IMPORTANCE: Current Parkinson disease (PD) measures are subjective, rater-dependent, and assessed in clinic. Smartphones can measure PD features, yet no smartphone-derived rating score exists to assess motor symptom severity in real-world settings.
Humans Machine Learning Female Aged Male Middle Aged Severity of Illness Index Smartphone Mobile Applications Parkinson Disease Postural Balance Reaction Time Gait Gait Analysis Voice Dopamine Agents
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Recognizing Emotional States Using Speech Information.

Advances in experimental medicine and biology Jan 1, 2017
Emotion recognition plays an important role in several applications, such as human computer interaction and understanding affective state of users in certain tasks, e.g., within a learning process, monitoring of elderly, interactive entertainment etc...
Humans Neural Networks, Computer Speech Support Vector Machine Emotions Voice
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