Practical Conformer: Optimizing size, speed and flops of Conformer for on-Device and cloud ASR.
Rami BotrosAnmol GulatiTara N. SainathKrzysztof ChoromanskiRuoming PangTrevor StrohmanWeiran WangJiahui YuPublished in: CoRR (2023)
Keyphrases
- cloud computing
- memory size
- real world
- high speed
- window size
- automatic speech recognition
- neural network
- database systems
- information systems
- real time
- search algorithm
- pattern recognition
- computational complexity
- multiscale
- data acquisition
- practical application
- data mining
- fixed size
- scales linearly
- portable devices