Scientific Software
Updated 6 months ago
Spafe
Spafe: Simplified python audio features extraction - Published in JOSS (2023)
Mathematics
Scientific Software · Peer-reviewed
Updated 6 months ago
mel-cepstral-distance
A Python library for computing the Mel-Cepstral Distance (Mel-Cepstral Distortion, MCD) between two inputs. This implementation is based on the method proposed by Robert F. Kubichek in "Mel-Cepstral Distance Measure for Objective Speech Quality Assessment".
Updated 6 months ago
emotion-recognition-using-speech
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
deep-learning
emotion-detection
emotion-recognition
emotion-recognizer
feature-extraction
gradient-boosting
keras
kneighborsclassifier
librosa
machine-learning
mfcc
mlp-classifier
neural-networks
random-forest-classifier
recurrent-neural-networks
sklearn
speech-emotion-recognition
support-vector-machine
Updated 6 months ago
https://github.com/brucewlee/lama-music-genre-dataset
.wav files, training dataset (MFCC), and graph plots (FFTs, MFCCs, Waveforms) from Latin America, Asia, MiddleEast, and Africa
Updated 6 months ago
https://github.com/baggepinnen/lpvspectral.jl
Least-squares (sparse) spectral estimation and (sparse) LPV spectral decomposition.
Updated 6 months ago
speech-recognition-system
The objective of this DLM (Deep Learning Model) is to recognize the emotions from speech.
deep-learning
emotion-detection
emotion-recognition
emotion-recognizer
feature-extraction
gradient-boosting
keras
kneighborsclassifier
librosa
machine-learning
mfcc
mlp-classifier
neural-networks
random-forest-classifier
recurrent-neural-networks
sklearn
speech-emotion-recognition
support-vector-machine