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Pradeep Reddy

2 accepted papers

2021

Effect of Noise and Model Complexity on Detection of Amyotrophic Lateral Sclerosis and Parkinson's Disease Using Pitch and MFCC

Tanuka Bhattacharjee, Jhansi Mallela, Yamini Belur, Nalini Atchayarcmf, Ravi Yadav, Pradeep Reddy +2
ICASSP 2021accepted

Dysarthria due to Amyotrophic Lateral Sclerosis (ALS) and Parkinson’s disease (PD) impacts both articulation and prosody in an individual’s speech. Complex deep neural networks exploit these cues for detection of ALS and PD. These are typically done using recordings in laboratory condition. This stu…

Cited by 0Source ↗Scholar ↗
2020

Voice based classification of patients with Amyotrophic Lateral Sclerosis, Parkinson's Disease and Healthy Controls with CNN-LSTM using transfer learning

Jhansi Mallela, Aravind Illa, Suhas B. N., Sathvik Udupa, Yamini Belur, Atchayaram Nalini +4
ICASSP 2020accepted

In this paper, we consider 2-class and 3-class classification problems for classifying patients with Amyotrophic Lateral Sclerosis (ALS), Parkinson's Disease (PD), and Healthy Controls (HC) using a CNNLSTM network. Classification performance is examined for three different tasks, namely, Spontaneous…

Cited by 0Source ↗Scholar ↗