Recent advances in artificial intelligence (AI) and machine learning (ML) have transformed our ability to decode complex ...

Abstract: Pseudocodewords, and in particular minimal pseudocodewords, play an important role in understanding the performance of linear programming (LP) decoding. In this paper, we investigate minimal ...

NOTE: the audios directory contains audio samples that you can download and use to test the codec.

To download the pre-generated dataset used in our paper, please run the following command: We then benchmark the decoding quality and perplexity of those decoding methods. Please check the Benchmark ...

Abstract: The decoding of binary random linear codes for packet erasures relies on receivers collecting a sufficient number of error-free coded packets for the reconstruction of a transmitted message.