LMAC-TD: Producing Time Domain Explanations for Audio Classifiers

Eleonora Mancini, Francesco Paissan, Mirco Ravanelli, Cem Subakan
January 2025 Conference
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Type
Conference paper
Publication
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Measurement Source Separation Neural Networks Transformers Acoustics Decoding Time-Domain Analysis Speech Processing Neural Network Explanations Explainable Deep Learning Interpretability
Eleonora Mancini
Eleonora Mancini
Postdoctoral Research Fellow

Her research concerns artificial intelligence and in particular multimodal deep learning, natural language processing, image and speech recognition.