Welcome to the website for the ICML 2013 workshop on Deep Learning for Audio, Speech and Language Processing. The workshop will be held on June 16th in Atlanta, GA, right after HLT-NAACL and right before ICML 2013, both of which are in Atlanta.
Deep learning techniques have enjoyed enormous success in the speech and language processing community over the past few years, beating previous state-of-the-art approaches to acoustic modeling, language modeling, and natural language processing. The focus of this workshop will be on deep learning approaches to problems in audio, speech, and language. Talks and papers on new models and learning algorithms that can address some of the challenges of these tasks, such as their inherent temporal structure or the need to handle very large data sets, but that have not yet been applied to audio, speech, or language, are encouraged.
The goal of this workshop is to provide a uniquely focused forum for the discussion of the intersection of fields of deep learning and audio, speech, and language, bringing together researchers to investigate some of these novel deep learning techniques, and discuss how they can be incorporated into audio, speech, and language processing. This one-day workshop will include a mixture of invited talks, contributed talks, and poster sessions. One goal in selecting both invited and contributed talks will be to cover a broad range of subjects pertinent to the workshop theme, because we believe that an important role of these workshops is the promotion of cross-pollination between fields.
Please see the Motivation and Call for Paper tabs for more information.