Content analysis of audio

Musical Instrument synthesis and morphing

Generating unique musical instruments by interpolating multiple instruments in the latent space with variational autoencoders.

Audio captioning



Continuous noise monitoring with noise source recognition.

Sound Event Detection

Sound event detection in multi-source environments visualized.

Sound Retrieval

Acoustic-semantic relationship of labeled sound events.

Sound Event Detection

Analysis on sound event labels using their co-occurence.

Audio Textures

Auditory scene synthesis to mimic the audio ambiance for a location.

Spatial audio

Speaker tracking

CLEA2007 Evaluation speaker tracking.

Source separation and signal enhancement

Harmonic/Percussive separation with MaD TwinNet

Musical source separation with MaD TwinNet

Separation of Moving Sound Sources