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Digital Music Audio Engineering

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Digital Music Audio Engineering

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Research Frontiers in Real-time Audio Signal Processing on Edge Devices

Optimization of low-latency digital audio processing algorithms for deployment on resource-constrained embedded systems and mobile platforms.

Latency-Aware Neural Audio Codecs for Embedded Systems
Adaptive Bitrate Streaming on Heterogeneous Edge Networks
Real-time Spatial Audio Rendering on Mobile Processors
Energy-Efficient Deep Learning Inference for Audio Enhancement
Distributed Microphone Arrays and Edge Beamforming
Low-Power Speech Separation in Noisy Environments
Quantized Neural Networks for Live Audio Effects
Federated Learning of Acoustic Models Across Edge Devices
Hardware-Aware Audio DSP Optimization for IoT
Predictive Buffering Strategies for Ultra-Low Latency Streaming

All Digital Music & Audio Engineering PhD categories