Predicting depression from acoustic features of speech using a Convolutional Neural Network.
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Oct 29, 2018 - Python
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acoustic-features
Here are 37 public repositories matching this topic...
A Python library for measuring the acoustic features of speech (simultaneous speech, high entropy) compared to ones of native speech.
python-library voice-recognition prosody phonemes speech-analysis acoustic-model acoustic-features speech-patterns
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Nov 28, 2022 - Python
VQ-VAE for Acoustic Unit Discovery and Voice Conversion
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Jul 6, 2023 - Python
Source code complementing our paper for acoustic event classification using convolutional neural networks.
audio acoustic-scenes spectrogram convolutional-neural-networks acoustic-event-detection acoustic-features
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Jan 31, 2021 - Python
Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion
pytorch speech-synthesis voice-conversion acoustic-features vq-vae contrastive-predictive-coding zerospeech
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Sep 1, 2020 - Python
Acoustic mosquito detection code with Bayesian Neural Networks
audio pytorch feature-extraction keras-tensorflow bayesian-neural-networks acoustic-model acoustic-features
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Oct 4, 2021 - Jupyter Notebook
The project is related to the development of labs for the ITMO Digital Signal Processes
digital-signal-processing signal-analysis digital-filter voice-activity-detection acoustic-features digital-signal
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Sep 30, 2022 - Jupyter Notebook
The project is related to the development of labs for the ITMO Speaker Recognition Course.
machine-learning deep-neural-networks calibration convolutional-neural-networks speaker-recognition speaker-verification speech-processing decision-theory speaker-diarization domain-adaptation voice-activity-detection speaker-embeddings acoustic-features speaker-identification voice-biometrics transformer-architectures speaker-models
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Nov 24, 2025 - Jupyter Notebook
Use machine learning models to detect lies based solely on acoustic speech information
machine-learning deep-learning ensemble-learning support-vector-machines mfcc ensemble-model pitch-tracking ensemble-classifier acoustic-features ensemble-machine-learning lie-detector mfcc-analysis
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Jul 27, 2019 - Jupyter Notebook
Tools and functions for neural data processing and analysis in python
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Sep 2, 2025 - Python
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.
recognition deep-learning keras-tensorflow multiple-targets acoustic-features complex-valued-convolution complex-valued-neural-networks
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Apr 1, 2022 - Python
🎵 A repository for manually annotating files to create labeled acoustic datasets for machine learning.
machine-learning acoustic-fingerprinting object-detection event-detection acoustics object-detection-pipelines audioset acoustic-model sound-event-detection acoustic-features object-detection-label common-voice common-voice-tool voice-computing object-detection-accuracy voicebook surveylex neurolex
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Feb 20, 2022 - Python
An ensemble bagged trees classification approach for monitoring of the engine conditions and fault diagnosis using Visual Dot Patterns of acoustic and vibration Signals
ensemble-learning acoustic-features fault-diagnosis bagged-decision-tree-classification visual-dot-pattern
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Jul 7, 2022 - MATLAB
A curated collection of research papers with open-source implementations/datasets focused on in-situ process monitoring and adaptive control in laser-based additive manufacturing.
machine-learning deep-learning neural-network adaptive-control acoustic-features additive-manufacturing multimodal-deep-learning process-control multi-sensor-fusion melt-pool laser-powder-bed-fusion laser-directed-energy-deposition laser-additive-manufacturing wire-arc-additive-manufacturing
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Mar 27, 2025
Mobile application that uses audio sampling to perform acoustic mapping 🔊
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Jul 8, 2018 - Java
Script to extract acoustic features from speech using OpenSmile toolkit.
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Sep 11, 2017 - PHP
Calculate temporal and spectral envelope of vowel
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Aug 14, 2020 - MATLAB
A research-based voice analysis platform for mental health screening using machine learning
machine-learning depression mental-health ptsd anxiety acoustic-features voice-analysis ensemble-models
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Oct 26, 2025 - Python
A BCNN prediction pipeline to discover mosquito sounds from audio.
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Apr 21, 2022 - Jupyter Notebook
predicting music track success (revenue) via acoustic and metadata features
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Jun 28, 2019 - Jupyter Notebook
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