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Speech Recognition with FPGA
Real-Time Speech Recognition System on FPGAs In this project, the goal is to implement real-time end-to-end speech recognition systems on hardware.
Created on 14th August 2021
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Speech Recognition with FPGA
Real-Time Speech Recognition System on FPGAs In this project, the goal is to implement real-time end-to-end speech recognition systems on hardware.
The problem Speech Recognition with FPGA solves
Automatic Speech Recognition on FPGA, so that fabricators can build a small chip with help of our designed FPGA.
Challenges I ran into
Integrate a microphone, ADC and FPGA, DAC, and speaker/screen.
Real-Time Speech Processing.
Using classical MFCC or modern deep Learning techniques to get ASR working.
Coding on FPGA requires knowledge of Verilog and VHDL, not at all easy like python.
Discussion
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