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In this repository, I built a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline

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osamadev/DNN_Speech_Recognizer

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DNN_Speech_Recognizer

Tasks

The tasks for this project are outlined in the vui_notebook.ipynb in three steps.

Step 1 - Feature Extraction

Extracting features from raw audio files

Step 2 - Acoustic Model

Implementing different acoustic models to build a speech recognizer from the spectogram data.

Step 3 - Decoder

Generate perdictions from the final trained model in the previous step.

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In this repository, I built a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline

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