An audio classifier for Capuchin bird species implemented in Python using TensorFlow-IO, TensorFlow, NumPy, and Matplotlib. This model classifies audio recordings into different Capuchin bird species.
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Interact with HuggingFace Space
https://huggingface.co/spaces/suriya7/Deep-Aduio-Classification
This project focuses on classifying audio recordings of Capuchin bird species using deep learning techniques and TensorFlow-IO. The model is capable of predicting the specific Capuchin bird species present in the audio.
dataset used for training and testing the model.
- TensorFlow-IO for efficient audio data handling.
- Python implementation for flexibility and ease of use.
- TensorFlow for deep learning model training.
- NumPy for handling numerical operations.
- Matplotlib for visualization of model predictions.
Ensure you have the following prerequisites installed:
- Python
- TensorFlow-IO
- TensorFlow
- NumPy
- Matplotlib
- gradio