Manila Kodali
4 papers · 2022–2024 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Interdisciplinary Bridge · Silver
Venues
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Research topics
Keywords
support vector machine
(3)
speech classification
(2)
vocal intensity
(2)
mel-frequency cepstral coefficient
(2)
deep neural network
(1)
pre-trained model
(1)
pretrained embedding
(1)
single frequency filtering
(1)
parkinson disease
(1)
cepstral coefficient
(1)
vocal intensity classification
(1)
speech amplitude
(1)
severity classification
(1)
feature extraction
(1)
voice pathology
(1)
speech processing
(1)
convolutional neural network
(1)
long short-term memory
(1)
Papers
Fine-tuning of Pre-trained Models for Classification of Vocal Intensity Category from Speech Signals
Interspeech 2024
Classification of Vocal Intensity Category from Speech using the Wav2vec2 and Whisper Embeddings
Interspeech 2023
Severity Classification of Parkinson's Disease from Speech using Single Frequency Filtering-based Features
Interspeech 2023
Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers
Interspeech 2022