Source code complementing our paper for acoustic event classification using convolutional neural networks.
audio acoustic-scenes spectrogram convolutional-neural-networks acoustic-event-detection acoustic-features
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- Python
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acoustic-scenes
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The details that matter: Frequency resolution of spectrograms in acoustic scene classification - paper replication data
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- Jupyter Notebook
Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification
deep-neural-networks deep-learning acoustic-scenes transfer-learning audio-processing domain-adaptation auditory-scene-classification unsupervised-domain-adaptation acoustic-scene-classification adversarial-domain-adaptation
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- Python
Workshop on Detection and Classification of Acoustic Scenes and Events
audio sound acoustic-scenes noise workshop-materials dcase sound-event-detection acoustic-event-detection sound-classification acoustic-scene-classification audio-captioning dcase-challenge seld sound-event-localization sound-event-localization-detection bioacoustic-event-detection foley-sound-synthesis
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Neural Networks for the DCASE2016 challenge - 60% acc.
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- Python
SD 207: Statistical Machine Learning in practice
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- Jupyter Notebook
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