Tasha Nagamine

According to our database, Tasha Nagamine authored at least 6 papers between 2015 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2017

Understanding the Representation and Computation of Multilayer Perceptrons: A Case Study in Speech Recognition.

Tasha Nagamine, Nima Mesgarani

Proceedings of the 34th International Conference on Machine Learning, 2017

NAPLib: An open source toolbox for real-time and offline Neural Acoustic Processing.

Bahar Khalighinejad, Tasha Nagamine, Ashesh D. Mehta, Nima Mesgarani

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

On the Role of Nonlinear Transformations in Deep Neural Network Acoustic Models.

Tasha Nagamine, Michael L. Seltzer, Nima Mesgarani

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Adaptation of Neural Networks Constrained by Prior Statistics of Node Co-Activations.

Tasha Nagamine, Zhuo Chen, Nima Mesgarani

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Analyzing distributional learning of phonemic categories in unsupervised deep neural networks.

Okko Räsänen, Tasha Nagamine, Nima Mesgarani

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

Exploring how deep neural networks form phonemic categories.

Tasha Nagamine, Michael L. Seltzer, Nima Mesgarani

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015