AIX: A high performance and energy efficient inference accelerator on FPGA for a DNN-based commercial speech recognition.
Minwook AhnSeok Joong HwangWonsub KimSeungrok JungYeonbok LeeMookyoung ChungWoohyung LimYoung Joon KimPublished in: DATE (2019)
Keyphrases
- speech recognition
- efficient inference
- field programmable gate array
- probabilistic inference
- conditional random fields
- hidden markov models
- language model
- hardware implementation
- automatic speech recognition
- speech synthesis
- markov random field
- pattern recognition
- human pose estimation
- speech signal
- fully connected
- structured prediction
- hidden variables
- speaker identification
- exact inference
- speech recognition systems
- speech recognizer
- approximate inference
- graph structure
- signal processing
- linear models
- graphical models
- probabilistic model
- markov networks
- information retrieval
- parameter estimation
- factor graphs
- feature selection
- data mining
- neural network