Script to extract acoustic features from speech using OpenSmile toolkit.
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Updated
Sep 11, 2017 - PHP
Script to extract acoustic features from speech using OpenSmile toolkit.
Mobile application that uses audio sampling to perform acoustic mapping 🔊
Predicting depression from acoustic features of speech using a Convolutional Neural Network.
predicting music track success (revenue) via acoustic and metadata features
Use machine learning models to detect lies based solely on acoustic speech information
Acoustic sentiment analysis for emotion classification
Calculate temporal and spectral envelope of vowel
Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion
Source code complementing our paper for acoustic event classification using convolutional neural networks.
Acoustic mosquito detection code with Bayesian Neural Networks
🎵 A repository for manually annotating files to create labeled acoustic datasets for machine learning.
keras_multi_target_signal_recognition Underwater single channel acoustic multiple targets recognition using ResNet, DenseNet, and Complex-Valued convolutional nerual networks. keras-gpu 2.2.4 with tensorflow-gpu 1.12.0 backend.
A BCNN prediction pipeline to discover mosquito sounds from audio.
An ensemble bagged trees classification approach for monitoring of the engine conditions and fault diagnosis using Visual Dot Patterns of acoustic and vibration Signals
Extracting and analyzing acoustic and lyrical features of popular music on Spotify and study their relationship with their performance in terms of number of weekly plays.
The project is related to the development of labs for the ITMO Digital Signal Processes
A Python library for measuring the acoustic features of speech (simultaneous speech, high entropy) compared to ones of native speech.
Analysis the various patterns of genre people listen to,their popularity and acoustic features
The project is related to the development of labs for the ITMO Speaker Recognition Course.
Multimodal Exponentially Modified Gaussians with Optional Oscillation
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