no code implementations • 22 Dec 2022 • Vahid Partovi Nia, Eyyüb Sari, Vanessa Courville, Masoud Asgharian
Recurrent neural networks (RNN) are the backbone of many text and speech applications.
1 code implementation • ICCV 2023 • Xinlin Li, Bang Liu, Rui Heng Yang, Vanessa Courville, Chao Xing, Vahid Partovi Nia
We further propose a sign-scale decomposition design to enhance training efficiency and a low-variance random initialization strategy to improve the model's transfer learning performance.
no code implementations • 20 Sep 2021 • Eyyüb Sari, Vanessa Courville, Vahid Partovi Nia
Deploying RNNs that include layer normalization and attention on integer-only arithmetic is still an open problem.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2