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sanmaisnam's Projects

churnprediction icon churnprediction

The notebook is a prediction of customer churns using Logistic Regression through ML Pipeline on PySpark environment.

flask_tuts icon flask_tuts

This is a restaurant finder flask, mongodb and leaflet js tutorial

postaggingnlp icon postaggingnlp

This is Part of Speech Tagging through the machine translation approach using OpenNMT

python icon python

All Algorithms implemented in Python

speech-text-speech-translation-pri icon speech-text-speech-translation-pri

This is a Project and Research Innovation Project sponsored by Hello Birdie Golf company in collaboration with EPITA. We are developing a Speech recognition feature of the Hello Birdie Golf Caddie iOS app.

svoice icon svoice

We provide a PyTorch implementation of the paper Voice Separation with an Unknown Number of Multiple Speakers In which, we present a new method for separating a mixed audio sequence, in which multiple voices speak simultaneously. The new method employs gated neural networks that are trained to separate the voices at multiple processing steps, while maintaining the speaker in each output channel fixed. A different model is trained for every number of possible speakers, and the model with the largest number of speakers is employed to select the actual number of speakers in a given sample. Our method greatly outperforms the current state of the art, which, as we show, is not competitive for more than two speakers.

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