mel-frequency-cepstral-coefficients 开源项目推荐（22 个）

zafarrafii /Zaf-Python

Zafar的Python音频函数用于音频信号分析：STFT、逆STFT、mel滤波器组、mel频谱图、MFCC、CQT核、CQT频谱图、CQT色图、DCT、DST、MDCT、逆MDCT。

SuperKogito /Voice-based-speaker-identification

使用语音 MFCC 和 GMM 的说话人识别

zafarrafii /Zaf-Matlab

Matlab 中用于音频信号分析的 Zafar 音频函数：STFT、逆 STFT、mel 滤波器组、mel 频谱图、MFCC、CQT 核、CQT 频谱图、CQT 色度图、DCT、DST、MDCT、逆 MDCT。

LexicalStressDetection /lexical-stress-detection

Deep Learning model for lexical stress detection in spoken English

thomasnapier /LEAVES

Streamline your ecoacoustic analysis with LEAVES, offering advanced tools for large-scale soundscape annotation and visualization. Join researchers and citizen scientists using LEAVES to analyze complex soundscapes faster and more accurately.

anicolson /matlab_feat

Functions for creating speech features in MATLAB.

KanikeSaiPrakash /Speech-Emotion-Recognition

Speech Emotion Recognition using Deep Learning

zafarrafii /Zaf-Julia

Julia 中用于音频信号分析的 Zafar 音频函数：STFT、逆 STFT、CQT 核、CQT 频谱图、CQT 色度图、MFCC、DCT、DST、MDCT、逆 MDCT。

aniruddhapal211316 /spoken_digit_recognition

Speech Recognition on Spoken Digit Dataset using Bidirectional LSTM Model in PyTorch.

divyansha1115 /MFCC

Mel Frequency Cepstral Coefficients (MFCCs) are a feature widely used in automatic speech and speaker recognition. They were introduced by Davis and Mermelstein in the 1980s, and have been state-of-the-art ever since. In this project, we have implemented MFCC feature extraction in Matlab.

GaffariCelik /CovidCoughNet

CovidCoughNet: A new method based on convolutional neural networks and deep feature extraction using pitch-shifting data augmentation for covid-19 detection from cough, breath, and voice signals

worthant /edge-ai-voice-recognition

Edge AI KWS on esp32s3 with DS-CNN model, TFlite Micro, ESP-NN SIMD, MFCC preprocessing

aniruddhavpatil /MusicGenreClassification

Statistical Methods in Artificial Intelligence course project on implementing the paper Music Genre Classification by Haggblade et al (http://cs229.stanford.edu/proj2011/HaggbladeHongKao-MusicGenreClassification.pdf)

pprattis /automatic-speech-recognision-system-ASR

A python script that implements an automatic speech recognision system.

hcy71o /Speech_Preprocessing

Overall process of speech signal processing (Mel-spectrogram & MFCCs) and loading data using Pytorch dataloader

Omar-Saad-ELGharbawy /Voice-Fingerprint-Identification

Voice Id Door Lock Web-App is a Speaker-Identification and Sentence-Verification using Voice MFCCs Feature and GMM

spilabkorea /iot_network_traffic_anomlay_classification

Spectral Feature Extraction for Robust Network Intrusion Detection Using MFCCs

gagi3 /instrecognition-tool

A tool for instrument recognition.

bharatc9530 /Sound-Classification

Using Mel-frequency cepstral coefficients (MFCCs) for feature extraction and deep learning model for prediction

nglaz0v /BuildingMachineLearningSystemsWithPython

📖 Source Code for the book Building Machine Learning Systems with Python