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Machine Learning & Deep Learning

Advanced ML & DL for Audio Intelligence

Our ML/DL Expertise

Audio Signal Processing

Custom neural networks for extracting meaningful features from complex audio waveforms.

Neural Network Architecture

Specialized designs for acoustic event detection, classification, and time series prediction.

Transfer Learning

Leveraging pre-trained models to achieve excellent results with limited training data.

Model Optimization

Techniques to reduce model size and increase inference speed while maintaining accuracy.

Key Technologies

Deep Learning Models

CNNs RNNs LSTMs Transformers GANs Autoencoders

ML Frameworks

TensorFlow PyTorch Keras Scikit-learn ONNX

Audio Processing

Spectrograms MFCCs Wavelets FBank

Deployment

OpenVINO TensorRT ONNX Runtime TFLite
Prepared for Australian Partners
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