Deadline approaching! Submit now to the IEEE JSTSP Special Issue on Seeking Low-dimensionality in Deep Neural Networks (SLowDNN). Submission Deadline: 30 November 2023.
My end of term as IEEE Signal Processing Society (SPS) president is fast approaching. It has been an incredible experience that has provided me with so many opportunities to engage with our members around the globe, forge relationships with other IEEE Societies, and meet a diverse range of people that I hope will become active members of our Society in the future. It has been a great privilege to be at the helm of a Society that garners such a high level of worldwide respect and recognition.
Date: 6 August 2024
Time: 1:00 PM ET (New York Time)
Presenter(s): Dr. Shinji Watanabe, Dr. Abdelrahman Mohamed
Dr. Karen Livescu, Dr. Hung-yi Lee, Dr. Tara Sainath,
Dr. Katrin Kirchhoff & Dr. Shang-Wen Li
Inspired by the capabilities of transformer models, we introduce a novel method named Multivariate Time-Series Imputation with Transformers (MTSIT). This entails an unsupervised autoencoder model featuring a transformer encoder, leveraging unlabeled observed data for simultaneous reconstruction and imputation of multivariate time-series.
Supported by the SPS Challenge Program.
This challenge addresses the global problem of hearing loss, which will affect 1 in 10 people by 2050. Hearing loss can create many issues with music: quieter passages being inaudible; poor and anomalous pitch perception; and difficulties identifying and picking out instruments and lyrics.