We're organizing a special session on Trustworthy Speech Processing at Interspeech 22, inviting papers exploring topics from trustworthy machine learning (such as privacy, fairness, bias mitigation, etc.) within the realm of speech processing. Can you please include this CFP in your next newsletter, and forward to any relevant lists if possible?

Best,

Organizing team:

Anil Ramakrishna, Amazon Inc.

Shrikanth Narayanan, University of Southern California

Rahul Gupta, Amazon Inc.

Isabel Trancoso, University of Lisbon

Rita Singh, Carnegie Mellon University

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Call for papers:

Trustworthy Speech Processing (TSP)

Special Session at Interspeech 22

trustworthyspeechprocessing.github.io

September 18 - 22, 2022

Incheon, South Korea

Given the ubiquity of Machine Learning (ML) systems and their relevance in daily lives, it is important to ensure private and safe handling of data alongside equity in human experience. These considerations have gained considerable interest in recent times under the realm of Trustworthy ML. Speech processing in particular presents a unique set of challenges, given the rich information carried in linguistic and paralinguistic content including speaker trait, interaction and state characteristics. This special session on Trustworthy Speech Processing (TSP) was created to bring together new and experienced researchers working on trustworthy ML and speech processing.

We invite novel and relevant submissions from both academic and industrial research groups showcasing theoretical and empirical advancements in TSP. Topics of interest cover a variety of papers centered on speech processing, including (but not limited to):

* Differential privacy

* Federated learning

* Ethics in speech processing

* Model interpretability

* Quantifying & mitigating bias in speech processing

* New datasets, frameworks and benchmarks for TSP

* Discovery and defense against emerging privacy attacks

* Trustworthy ML in applications of speech processing like ASR

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Important Dates:

Paper submission deadline: March 21, 2022, 23:59, Anywhere on Earth.

Paper update deadline: March 28, 2022, 23:59, Anywhere on Earth.

Author notification: June 13, 2022.

Interspeech conference dates: September 18 to 22, 2022.

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Author Guidelines:

Submissions for TSP will follow the same schedule and procedure as the main conference. Submit your papers here: www.softconf.com/m/interspeech2022 (select option #14.13 as the submission topic).