1 citations · 1 across the 3 of their papers we have counts for
3 papers
Mixture-of-Rookies: Saving DNN Computations by Predicting ReLU Outputs
Dennis Pinto, Jose-María Arnau, Antonio González
Deep Neural Networks (DNNs) are widely used in many applications domains. However, they require a vast amount of computations and memory accesses to deliver outstanding accuracy. I…
ASRPU: A Programmable Accelerator for Low-Power Automatic Speech Recognition
Dennis Pinto, Jose-María Arnau, Antonio González
The outstanding accuracy achieved by modern Automatic Speech Recognition (ASR) systems is enabling them to quickly become a mainstream technology. ASR is essential for many applica…
Exploiting Beam Search Confidence for Energy-Efficient Speech Recognition
Dennis Pinto, Jose-María Arnau, Antonio González
With computers getting more and more powerful and integrated in our daily lives, the focus is increasingly shifting towards more human-friendly interfaces, making Automatic Speech…