Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The Interspeech ComParE 2015 PC Sub-Challenge consists of automatically determining the degree of Parkinson?s condition using exclusively the patient?s voice. ,  face this problem as a regression task and in order to succeed,  propose the use of an ensemble learning method, Random Forest (RF), in combination with features of different nature: acoustic characteristics, features derived from the output of an Automatic Speech Recognition system (ASR) and non-intrusive intelligibility measures. The system outperforms the baseline results achieving a relative improvement higher than 19% in the development set.
['Alexander Zlotnik', 'Juan Manuel Montero', 'Rubén San Segundo', 'Ascensión Gallardo-Antolín']
I am writing a research paper on a idea Random forest-based prediction of Parkinson's disease progression using acoustic, ASR and intelligibility features
[{"from": "human", "value": "I am writing a research paper on a idea Random forest-based prediction of Parkinson's disease progression using acoustic, ASR and intelligibility features"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The Interspeech ComParE 2015 PC Sub-Challenge consists of automatically determining the degree of Parkinson?s condition using exclusively the patient?s voice. ,  face this problem as a regression task and in order to succeed,  propose the use of an ensemble learning method, Random Forest (RF), in combination with features of different nature: acoustic characteristics, features derived from the output of an Automatic Speech Recognition system (ASR) and non-intrusive intelligibility measures. The system outperforms the baseline results achieving a relative improvement higher than 19% in the development set."}]