no code implementations • 7 Aug 2022 • Khadija Zanna, Kusha Sridhar, Han Yu, Akane Sano
However, there is still a lack of standard in evaluating bias in such machine learning models in the field, which leads to challenges in providing reliable predictions and in addressing disparities.
1 code implementation • 16 Feb 2022 • Huiyuan Yang, Han Yu, Kusha Sridhar, Thomas Vaessen, Inez Myin-Germeys, Akane Sano
For example, although combining bio-signals from multiple sensors (i. e., a chest pad sensor and a wrist wearable sensor) has been proved effective for improved performance, wearing multiple devices might be impractical in the free-living context.
no code implementations • 19 Jan 2022 • Kusha Sridhar, Carlos Busso
A practical approach to improve valence prediction from speech is to adapt the models to the target speakers in the test set.
1 code implementation • 10 Sep 2020 • Kusha Sridhar, Ross Cutler, Ando Saabas, Tanel Parnamaa, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
In this challenge, we open source two large datasets to train AEC models under both single talk and double talk scenarios.
Acoustic echo cancellation
Audio and Speech Processing
Sound