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kelvin-wei's Projects

3d-audio-w-hrtf icon 3d-audio-w-hrtf

Plays any wav file with 3d positioning in a circle using a customizable HRTF. Done with python

atfa-examples icon atfa-examples

Example algorithms for the ATFA (Real-time testing environment for adaptive filters)

autoeq icon autoeq

Automatic headphone equalization from frequency responses

doatools.py icon doatools.py

A simple library for theoretical research on direction-of-arrival (DOA) estimation in array signal processing.

hrtftools icon hrtftools

Python tools to record HRTFs without any professional equipment

music icon music

Python implementation of the MUSIC Algorithm

pyaudioanalysis icon pyaudioanalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

python-vad icon python-vad

🔈 Use python to achieve voice activity detection, this little program may be helpful for voice application

tensorgcc icon tensorgcc

This is a TensorFlow implementation of the generalized cross-correlation (GCC Knapp & Carter), which can be used at any point of the graph. It implements the standard GCC, as well as the PHAT transform.

thinkdsp icon thinkdsp

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

user-authentication-using-voice-recognition-using-machine-learning icon user-authentication-using-voice-recognition-using-machine-learning

Voice Recognition is used to recognize a speaker's voice through his/her pitch and Frequency. We aim to recognize a speaker at real-time. We use two modules – feature extraction and codebook generation. We have extracted voice features by computing Mel Frequency Cepstrum Coefficients. Speaker specific codebook is generated by the Vector Quantization technique introduced by Linde, Buzo and Gray. In the training phase, speaker specific codebook is computed and stored in the database against each speaker. At the time of recognition, in- put voice signal is recorded and its codebook is computed and compared with the codebooks stored in the database. If a match is found the recognized speaker details is displayed, else error message is displayed.

voice-disciminator icon voice-disciminator

A neural network for filtering target speaker's voice from audio written in tensorflow

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