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mfcc-features

Here are 28 public repositories matching this topic...

filippogiruzzi / voice_activity_detection

Voice Activity Detection based on Deep Learning & TensorFlow

python machine-learning deep-neural-networks deep-learning time-series tensorflow speech artificial-intelligence speech-recognition vad resnet deeplearning time-series-classification voice-activity-detection librispeech speech-detection librispeech-dataset mfcc-features

Updated Mar 24, 2023
Python

jsingh811 / pyAudioProcessing

Audio feature extraction and classification

classifier audio-files feature-extraction audio-data mfcc hyperparameter-tuning wav-files classify mfcc-features mfcc-extractor classify-audio gfcc gfcc-features gfcc-extractor spectral-features chroma-features classifier-options classify-audio-samples pyaudioprocessing

Updated Jul 6, 2023
Python

Earnings-Call-Dataset / MAEC-A-Multimodal-Aligned-Earnings-Conference-Call-Dataset-for-Financial-Risk-Prediction

Repository for CIKM 2020 resource track paper: MAEC: A Multimodal Aligned Earnings Conference Call Dataset for Financial Risk Prediction

dataset python35 mfcc-features earnings-calls audio-text

Updated Feb 15, 2024
Python

datarootsio / fresh-coffee-listener

Using a raspberry pi, we listen to the coffee machine and count the number of coffee consumption

python counter systemd raspberrypi sound-processing raspbian coffee-machine mfcc-features

Updated Sep 23, 2021
Python

IhabBendidi / Voice-authentification-API

A RESTFUL API implementation of an authentification system using voice fingerprint

api flask security encoding machine-learning authentication server voice voice-recognition gmm mfcc mfcc-analysis mfcc-features mfcc-extractor

Updated Apr 18, 2020
Python

geekysethi / audio_classification

audio machine-learning deep-learning cnn pytorch lstm spectrogram resnet mfcc audio-processing cnn-classification mfcc-features

Updated Mar 8, 2020
Python

ShreeshaN / AlcoAudio

Detect alcohol induced intoxication level from a voice sample

convolutional-neural-networks audio-classification mfcc-features intoxication-detection filter-banks

Updated Apr 21, 2021
Python

sarthak268 / Audio-Classification-using-MFCC-and-Spectrogram

Audio classification using a simple SVM classifier making use of MFCC and Spectrogram features coded from scratch

audio spectrogram mfcc audio-classification svm-classifier mfcc-features

Updated Mar 23, 2020
Python

bekirbakar / replay-attack-detection

Deep learning-based audio spoofing attack detection experiments for speaker verification.

python theano deep-learning keras dnn mlp speaker-verification speech-processing replay-attack asvspoof spoofing-attack replay-attacks sidekit mfcc-features ltas

Updated Apr 20, 2023
Python

dinhanhx / Automatic_Speaker_Recognition

A repos for USTH Digital Signal Processing 2020 Group 3 project. It's quite obvious in the title.

python machine-learning signal-processing dsp sklearn voice human python3 voice-recognition python-3 datasets digital-signal-processing gmm speaker-recognition wav-files mfcc-features

Updated Jul 6, 2023
Python

K-GOKULAPPADURAI / RespireNet-Respiratory-Disease-Prediction-Web-Application-Using-Deep-Learning

RespireNet is an innovative web-based application that harnesses the capabilities of deep learning and Mel-frequency cepstral coefficients (MFCC) as a feature extraction technique for accurate respiratory disease prediction. The primary objective of this user-friendly web application is to facilitate early detection.

deep-learning tensorflow numpy python3 flask-application librosa audio-processing keras-tensorflow gunicorn-web-server mfcc-features respiratory-monitor respiratory-sounds render-deployment

Updated Aug 2, 2023
Python

AdityaDutt / Music-Genre-Classification

Classify music in two categories progressive rock and non-progressive rock using mfcc features, MLP, and CNN.

cnn music-genre-classification rock-music mfcc-features

Updated Sep 16, 2020
Python

FilipTirnanic96 / mfcc_extraction

Implementation of Mel-Frequency Cepstral Coefficients (MFCC) extraction

audio-classification audio-processing signal-processing-algorithms mfcc-analysis mfcc-features mfcc-extractor mfcc-algorithm

Updated Jun 23, 2023
Python

FandosA / Singer_Recognition_Keras_TF

This project was my final Bachelor's degree thesis. In it I decided to mix my passion, music, and the syllabus that I liked the most in my degree, deep learning.

python machine-learning deep-learning tensorflow keras cnn recurrent-neural-networks lstm lstm-model deeplearning mfcc singer cnn-model fully-connected-network mfcc-features recognition-algorithms

Updated Jan 29, 2024
Python

bayuwira / Kendang-Tunggal-Classification-Using-Backpropagation-and-Onset-Detection

Bali has a diversity of arts that has been recognized by the world, where one of the most famous Balinese arts is the Karawitan art, especially the Kendang Tunggal instrument. Notation documentation or more commonly known as music transcription, can make learning a song easier, and in the case of this research, it makes it easier to learn to pla…

machine-learning drums machine-learning-algorithms sound classification synthesis onset onset-detection fastfouriertransform zero-crossing-rate-variation mel-spectrogram mfcc-features mel-log-spectrum-approximation

Updated Jun 1, 2021
Python

AmanBudhraja / Speech-Command-Recognition

A machine learning model is trained to determine the word in an audio file

machine-learning cnn lstm deep-learning-algorithms hybrid-model mfcc-features

Updated Mar 16, 2021
Python

efecanxrd / Speech-Recognition

Identify speaker from given speech signal using MFCC features and Gaussian Mixture Models

python recognition tensorflow sklearn speech speech-recognition gaussian-mixture-models gmm mfcc python27 speech-recognizer gaussianmixturemodel python-speechrecognition mfcc-features mfcc-algorithm python-speech-features sklearn-gmm

Updated Feb 23, 2023
Python

hhoanguet / speaker-identification

Speaker Identification System built using mfcc, delta features and streamlit for web-based application.

speaker-recognition speaker-identification mfcc-features

Updated Jun 9, 2021
Python

mbilalshaikh / pymaivar

Open-source Repository for PyMAiVAR software suit.

audio-visualizer computer-vision-tools chromagram waveplot mfcc-features spectral-centroi

Updated Jun 20, 2023
Python

sandiindika / bin-AA

Penerapan metode Random Forest dalam klasifikasi Genre Musik menggunakan ekstraksi fitur MFCC.

random-forest classification music-classification mfcc-features

Updated May 25, 2024
Python

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