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jankubat's Projects

asr icon asr

Automatic speech recognition using neural networks

audioclassification icon audioclassification

This software is a demonstration of Audio Signal Processing and Machine Learning using Python and Tensorflow. The software contains a GUI that can stream audio via webcams or external audio devices connected to the computer and process the audio in real time using a Convolutional and/or a Recurrent Neural Network in order to perform audio classifi

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

contributor_covenant icon contributor_covenant

Pledge your respect and appreciation for contributors of all kinds to your open source project.

deepspeech icon deepspeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

mpt icon mpt

Code repository for the book Make Python Talk

openai-python icon openai-python

The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language.

speech_signal_processing_and_classification icon speech_signal_processing_and_classification

Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem employing speech or audio (e.g., music). Here, we are interesting in voice disorder classification. That is, to develop two-class classifiers, which can di

whisper icon whisper

Robust Speech Recognition via Large-Scale Weak Supervision

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