U-DREAM: Unsupervised Dereverberation guided by a Reverberation Model

1. 1Develop a reverberation model to guide the dereverberation process
2. 2Implement a sequential learning strategy for training the dereverberation model
3. 3Use only reverberant signals for training, eliminating the need for paired dry and reverberant data
4. 4Evaluate the performance of the U-DREAM approach on various audio datasets

Audio engineers and researchers on a team can benefit from this approach as it simplifies the data collection process, and software engineers can implement the sequential learning strategy

💡 Unsupervised dereverberation is possible using a reverberation model and sequential learning strategy

💡 U-DREAM: Unsupervised dereverberation without paired data!