note

[AI基礎解説]MFCC（メル周波数ケプストラム係数）ってなんだ？

音声認識AIの記事を読んでると、必ず出てくるワード。 「MFCCを抽出して...」 「メル周波数ケプストラム係数で特徴量を...」 「librosa.feature.mfcc()で...」 は？MFCCって何？ しかも名前が長い。「メル周波数ケプストラム係数」って、どう考えても呪文だろ。
GitHub

AdityaKshettri/Speech_Recognition_Using_MATLAB

In this project, Speech recognition system in MATLAB environment is explained. Mel-Frequency Cepstral Coefficients (MFCC) and Dynamic Time Wrapping (DTW) are two algorithms adapted for feature ...
IEEE

Hardware implementation of MFCC feature extraction for respiratory sounds analysis

Abstract: In this paper, an acoustic feature extraction method based on mel frequency cepstral coefficients (MFCC) was implemented on FPGA for real-time respiratory sound analysis. The proposed ...
GitHub

Speaker Recognition using Pitch, MFCC and KNN classifier

This project uses machine learning approach to recognise speaker based on features extracted from recorded speech. Initial idea was taken from an MathWorks article where they demonstrated the method ...
IEEE

Simulink Implementation of MFCC for Audio Signal Processing Applications

Abstract: Speech recognition is has been used in wide applications such as Voice-Activated Systems, Virtual Assistants, and Interactive Voice Responses (IVR). Feature extraction is a crucial stage in ...
Scientific Research Publishing

Arabic Speech Recognition System Based on MFCC and HMMs ()

1 Electrical Engineering Department, High Institute of Science and Technology, Sūqal-Jum’a, Tripoli, Libya. 2 Electrical & Computer Engineering Department, Florida Institute of Technology, Melbourne, ...
Scientific Research Publishing

Arabic Speech Recognition System Based on MFCC and HMMs

1 Electrical Engineering Department, High Institute of Science and Technology, Sūqal-Jum’a, Tripoli, Libya 2 Electrical & Computer Engineering Department, Florida ...
note

MFCC分析による類似音声検出システム in Python

このツールは、2つのPythonスクリプトで構成されています。 mfcc_based_audio_similarity_analyzer.py オーディオファイルのMFCC（Mel ...