4 papers
Data-driven Optimization Model for Global Covid-19 Intervention Plans
Chang Liu, Akshay Budhkar
In the wake of COVID-19, every government huddles to find the best interventions that will reduce the number of infection cases while minimizing the economic impact. However, with…
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint
Zilun Peng, Akshay Budhkar, Ilana Tuil +4
Wav2vec 2.0 is a state-of-the-art speech recognition model which maps speech audio waveforms into latent representations. The largest version of wav2vec 2.0 contains 317 million pa…
Generative Adversarial Networks for text using word2vec intermediaries
Akshay Budhkar, Krishnapriya Vishnubhotla, Safwan Hossain +1
Generative adversarial networks (GANs) have shown considerable success, especially in the realistic generation of images. In this work, we apply similar techniques for the generati…
Augmenting word2vec with latent Dirichlet allocation within a clinical application
Akshay Budhkar, Frank Rudzicz
This paper presents three hybrid models that directly combine latent Dirichlet allocation and word embedding for distinguishing between speakers with and without Alzheimer's diseas…