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cs.CL2021
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…
cs.CL2019
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…
cs.CL2018
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…