A streaming framework that maps continuous webcam-captured body and hand landmarks to multi-dimensional musical control events using a causal TCN, synthetic concatenated training streams, temporal consistency losses, and quantized sample rendering for 30 ms latency.
A two stream convolutional neural network with bi-directional gru model to classify dynamic hand gesture.Journal of Visual Communication and Image Representation, 87:103554
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Gesture2Music: A Low-Latency Real-Time Framework for Continuous Gesture-Driven Music Generation
A streaming framework that maps continuous webcam-captured body and hand landmarks to multi-dimensional musical control events using a causal TCN, synthetic concatenated training streams, temporal consistency losses, and quantized sample rendering for 30 ms latency.