Intel/dereverb_mel_band_roformer_anvuew_openvino

Dereverb MelBandRoformer (by @anvuew) OpenVINO Models

This repo stores OpenVINO(TM) models in IR format that are used to perform Reverb Extraction & Removal.

The OpenVINO IRs (.xml, .bin files) stored here have been converted from @anvuew's pytorch model checkpoints / configs from here:
https://huggingface.co/anvuew/dereverb_mel_band_roformer

They are also uploaded to this repo, under pytorch folder.

The OpenVINO IRs are intended to be used with the set of OpenVINO-based AI plugins for Audacity(R), here: https://github.com/intel/openvino-plugins-ai-audacity

To better support a range of OpenVINO-supported devices, the MelBandRoformer model has been sliced / converted to 3 separate OpenVINO IRs:

• mel_band_pre.xml/.bin -> Pre-processing operations (such as STFT) which convert input audio waveforms to frequency domain.
• mel_band_fwd.xml / .bin -> The majority of the layers / ops in the original model.
• mel_band_post.xml / .bin -> Post-processing operations (such as iSTFT) which convert frequency domain outputs from mel_band_fwd to output waveforms.

The OpenVINO IRs in mono directory are a conversion of pytorch/dereverb_mel_band_roformer_mono_anvuew_sdr_20.4029.ckpt.

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