no code implementations • 20 Nov 2020 • Aparna Khare, Srinivas Parthasarathy, Shiva Sundaram
Self-supervised learning has shown improvements on tasks with limited labeled datasets in domains like speech and natural language.
no code implementations • 10 Sep 2020 • Aparna Khare, Srinivas Parthasarathy, Shiva Sundaram
General embeddings like word2vec, GloVe and ELMo have shown a lot of success in natural language tasks.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +6
no code implementations • ACL 2020 • Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare, Shiva Sundaram
We particularly focus on the scene context provided by the visual information, to ground the ASR.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • 29 Apr 2020 • Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare, Shiva Sundaram
We particularly focus on the scene context provided by the visual information, to ground the ASR.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • IEEE Transactions on Affective Computing 2016 • Carlos Busso, Srinivas Parthasarathy, Alec Burmania, Mohammed AbdelWahab, Najmeh Sadoughi, Emily Mower Provost
The paper also provides the performance for speech and facial emotion classifiers.