mfcc-features

stm32-speech-recognition-and-traduction is a project developed for the Advances in Operating Systems exam at the University of Milan (academic year 2020-2021). It implements a speech recognition and speech-to-text translation system using a pre-trained machine learning model running on the stm32f407vg microcontroller.

stm32 speech-recognition pcm speech-to-text bsp stm32f4 mfcc stm32cubemx audio-processing stm32f4-discovery mems pdm i2s i2s-audio i2s-microphone tflite stm32f407vg mems-microphone mfcc-features tflite-model

UpdatedOct 22, 2024
C

harmanpreet93 /audio_classification

Star31

Multi-class audio classification with MFCC features using CNN

machine-learning deep-learning cnn audio-classification mfcc-features

UpdatedJan 4, 2020
Jupyter Notebook

AlexKly /Simple-Voice-Activity-Detector-using-MFCC-based-on-FPGA-Kintex

Star29

Voice Activity Detector based on MFCC features and DNN model

machine-learning fpga deep-learning voice-activity-detection mfcc-features

UpdatedJul 3, 2023
VHDL

IhabBendidi /Voice-authentification-API

Star24

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

UpdatedApr 18, 2020
Python

geekysethi /audio_classification

Star21

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

UpdatedMar 8, 2020
Python

ShreeshaN /AlcoAudio

Star20

Detect alcohol induced intoxication level from a voice sample

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

UpdatedApr 21, 2021
Python

brihijoshi /vanilla-stft-mfcc

Star16

A Python implementation of STFT and MFCC audio features from scratch

audio signal-processing stft mfcc-features

UpdatedJun 25, 2020
Jupyter Notebook

Jason-Oleana /speech-emotion-classification

Star16

MFCC features + SVM for speech emotion classification

speech-features mfcc-features speech-emotion-classification

UpdatedOct 21, 2020
Jupyter Notebook

mikex86 /SonopyJava

Star15

Java Implementation of the Sonopy Audio Feature Extraction Library by MycroftAI

numpy scipy fft discrete-cosine-transform audio-processing dct fastfouriertransform mel-spectrogram powerspectrum audio-feature-extraction mfcc-features mfcc-extractor dct2 mfcc-algorithm rfft sonopy

UpdatedFeb 10, 2020
Java

bekirbakar /replay-attack-detection

Star13

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

UpdatedApr 20, 2023
Python

FilipTirnanic96 /mfcc_extraction

Star13

Implementation of Mel-Frequency Cepstral Coefficients (MFCC) extraction

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

UpdatedJun 23, 2023
Python

ananyakaligal /Voice-Authentication

Star13

A voice authentication system leveraging Deep4SNet for DeepFake detection and GMM UBM for speaker verification. It provides a robust solution for securing voice-based authentication applications.

voice-recognition gmm-ubm voice-authentication deepfake-detection mfcc-features deep4snet