NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition

1 code implementation • ICLR 2021 • Abhinav Mehrotra, Alberto Gil C. P. Ramos, Sourav Bhattacharya, Łukasz Dudziak, Ravichander Vipperla, Thomas Chau, Mohamed S Abdelfattah, Samin Ishtiaq, Nicholas Donald Lane

These datasets, however, focus predominantly on computer vision and NLP tasks and thus suffer from the problem of limited coverage of application domains.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Bunched LPCNet : Vocoder for Low-cost Neural Text-To-Speech Systems

no code implementations • 11 Aug 2020 • Ravichander Vipperla, Sangjun Park, Kihyun Choo, Samin Ishtiaq, Kyoungbo Min, Sourav Bhattacharya, Abhinav Mehrotra, Alberto Gil C. P. Ramos, Nicholas D. Lane

LPCNet is an efficient vocoder that combines linear prediction and deep neural network modules to keep the computational complexity low.

Iterative Compression of End-to-End ASR Model using AutoML

no code implementations • 6 Aug 2020 • Abhinav Mehrotra, Łukasz Dudziak, Jinsu Yeo, Young-Yoon Lee, Ravichander Vipperla, Mohamed S. Abdelfattah, Sourav Bhattacharya, Samin Ishtiaq, Alberto Gil C. P. Ramos, SangJeong Lee, Daehyun Kim, Nicholas D. Lane

Increasing demand for on-device Automatic Speech Recognition (ASR) systems has resulted in renewed interests in developing automatic model compression techniques.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3