VQ-VAE for Acoustic Unit Discovery and Voice Conversion
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Jul 6, 2023 - Python
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acoustic-features
Here are 15 public repositories matching this topic...
Predicting depression from acoustic features of speech using a Convolutional Neural Network.
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Oct 29, 2018 - Python
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
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
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
🎵 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
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
Tools and functions for neural data processing and analysis in python
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Jul 9, 2025 - Python
Acoustic sentiment analysis for emotion classification
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Apr 13, 2020 - Python
A dynamically adaptable neural network-based replay spoofing attack detection system.
deep-learning pytorch recurrent-neural-networks artificial-intelligence convolutional-neural-networks residual-networks speaker-verification adaptive-filtering speech-processing acoustic-features auditory-model
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Aug 21, 2023 - Python
This repository contains a machine learning-based classification system for detecting speech disorders from acoustic and spectrogram features. It includes data preprocessing, feature extraction, and various classification models such as logistic regression, SVM, random forest, and CNNs.
machine-learning deep-learning scikit-learn cnn pytorch spectrogram feature-engineering mfcc audio-processing medical-information clinical-research medical-informatics acoustic-features bioacoustics healthcare-ai speech-disorder-detection openai-whisper neurological-disease
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Mar 5, 2025 - Python
This project analyzes Spanish speech data, focusing on acoustic features and demographics. It includes data cleaning, outlier detection, clustering, and time series modeling (ARIMA, Holt-Winters) to uncover patterns in speech duration and word frequency.
machine-learning clustering data-analysis k-means arima time-series-analysis speech-analysis holt-winters acoustic-features
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Nov 25, 2024 - Python
A Python app for classifying voice recordings using KNN and SVM models. Includes a graphical interface for training, evaluating, and classifying audio data with acoustic descriptors. Designed for audio analysis and machine learning experimentation.
python machine-learning ai artificial-intelligence support-vector-machines audio-classification svm-classifier acoustic-features k-nearest-neighbors knn-classifier
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Jan 20, 2025 - Python
ToneArcLib is an open-source audio analysis library that extracts expressive and structural features from music tracks using signal processing and ML techniques. Ideal for researchers, developers, and creatives building AI-driven music tools.
python creative-coding signal-processing audio-features audio-analysis feature-extraction music-information-retrieval librosa acoustic-features sound-analysis music-ai ml-audio waveform-analytics audio-toolkit
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Apr 8, 2025 - Python
Whisper fine-tuning using Lightning
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Sep 24, 2024 - Python
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