Songs are split into overlapping chunks Each chunk is converted to a mel spectrogram image A CNN is trained to classify spectrogram images by song ID Prediction runs ...

Create image data and labels To further utilize the data, the script src/create_image_data_and_labels.py can be executed, which creates spectrogram images and labels from the custom intermediate data.

Edge cloud applications have become vital as out-dated cloud architectures face challenges in handling increasing data volumes, especially for audio signals. This article reports on a simple edge ...

Pilots’ voices from the last seconds of a fatal cargo plane crash have been re-created by Internet sleuths using software and AI tools. The spread of reconstructed audio recordings has prompted a US ...

Abstract: In this work, we propose CleanMel, a single-channel Mel-spectrogram denoising and dereverberation network for improving both speech quality and automatic speech recognition (ASR) performance ...