https://github.com/gtiwari333/speech-recognition-java-hidden-markov-model-vq-mfcc
Automatically exported from code.google.com/p/speech-recognition-java-hidden-markov-model-vq-mfcc
https://github.com/gtiwari333/speech-recognition-java-hidden-markov-model-vq-mfcc
audio-recorder fast-fourier-transform hidden-markov-model java java-sound-api java-speech-recognition k-means-clustering k-means-clustering-java speech-recognition vector-quantization
Last synced: 8 months ago
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Automatically exported from code.google.com/p/speech-recognition-java-hidden-markov-model-vq-mfcc
- Host: GitHub
- URL: https://github.com/gtiwari333/speech-recognition-java-hidden-markov-model-vq-mfcc
- Owner: gtiwari333
- Created: 2015-03-14T07:34:43.000Z (over 11 years ago)
- Default Branch: master
- Last Pushed: 2024-06-07T16:01:51.000Z (about 2 years ago)
- Last Synced: 2025-02-02T04:41:10.309Z (over 1 year ago)
- Topics: audio-recorder, fast-fourier-transform, hidden-markov-model, java, java-sound-api, java-speech-recognition, k-means-clustering, k-means-clustering-java, speech-recognition, vector-quantization
- Language: Java
- Size: 1.66 MB
- Stars: 12
- Watchers: 5
- Forks: 8
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
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README
## Java Speech Recognition using Hidden Markov Model / Vector Quantization / MFCC
Automatically exported from code.google.com/p/speech-recognition-java-hidden-markov-model-vq-mfcc
===
#### Accompanying project report
- http://ganeshtiwaridotcomdotnp.blogspot.com/2011/06/final-report-text-prompted-remote.html
#### Main classes to look into are :
- org.ioe.tprsa.mediator.Operations : class that demonstrates use of HMM, VQ training and testing
- org.ioe.tprsa.ui.HMM_VQ_Speech_Recognition : GUI that allows record of voice samples per word, train the samples, test with a recorded audio or saved .wav file.
##### Folder conventions :
##### Training audio files
- speechTrainWav\apple\apple01.wav
- speechTrainWav\apple\apple02.wav
- speechTrainWav\apple\apple03.wav
- speechTrainWav\apple\apple04.wav
- speechTrainWav\cat\cat01.wav
- speechTrainWav\cat\cat02.wav
- speechTrainWav\cat\cat03.wav
###### Vector Quantization code book :
- models\codeBook\codebook.cbk
###### HMM trained models :
- models\HMM\apple.hmm
- models\HMM\cat.hmm
- models\GMM\Nepal.hmm
### Please feel free to use/modify the code !
### For any queries :
##### Email : gtiwari333@gmail.com
##### Blog : http://ganeshtiwaridotcomdotnp.blogspot.com/