Advanced Audio Processing, 5 op

Ydinsisältö

• Acoustic feature extraction and audio classification and detection. Automatic speech recognition. Use of temporal information in classification: hidden Markov models, recurrent neural networks, connectionist temporal classification, convolutional neural networks.
• Source separation (one channel and multichannel). Time-frequency masking. Deep neural network based source separation.
• Microphone array signal processing: beamforming, source localization and tracking.