General Audio Signal Processing with Deep Learning

"Chapter1-Introduction".- "Chapter2-Traditional Representation of Audio Signals".- "Chapter3-Machine Learning Methods for Audio Signals".- "Chapter4-Semi-Supervised Learning for Audio Signal".- "Chapter5-Self-Supervised Learning for Audio Signal".- "Chapter 6: Active Learning for Audio Signal".- "Chapter 7: Incremental Learning for Audio Signal Processing".- "Chapter 8: Few-Shot Learning for Audio Signal Processing".- "Chapter 9: Data Augmentation for Audio Signal".- "Chapter 10: Audio Classification".- "Chapter 11: Sound Source Localization".- "Chapter 12: Anomalous Sound Detection".- "Chapter 13: Audio Source Separation".- "Chapter 14: Audio Generation".- "Chapter 15: Audio-language Learning".- "Chapter 16: Audio-visual Signal Analysis".- "Chapter 17: Audio super-resolution".- "Chapter 18: EEG Auditory Decoding".- "Chapter 19: Audio Denosing".- "Chapter 20: Underwater Acoustics".- "Chapter 21: Urban Sound".- "Chapter 22: Industry Sound".- "Chapter 23: Medical Sound".- "Chapter 24: Bioacoustics".- "Chapter 25: Future Perspective".

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• Aprendizagem mecânica
• Engenharia electrónica
• Processamento de sinais
• Inteligência artificial

Audio Signal Processing;Deep Learning in Audio Analysis;Speech Recognition Systems;Music Transcription Techniques;Audio Deep Learning Frameworks;Time-Frequency Analysis in Audio;Neural Networks for Audio Processing;Audio Signal Transformations;Audio Deep Learning;Audio AI