This repository aggregates influential research papers from the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023-24 conferences. It organizes papers across diverse topics including automatic speech recognition, generative models, language modeling, multimodal learning, and signal restoration. The collection includes code implementations where available, serving as a reference resource for researchers in audio, speech, and machine learning domains.