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Edge AI Models Deployment : A Novel Solution
A novel solution for Edge AI models deployment that addresses major pain points: high overhead, model IP protection and system...
Jun 113 min read


from LSTM to GRU
This post is a quick experience sharing about RNN. When thinking about employing Recurrent Neural Network (RNN) in our model, LSTM is...
May 191 min read


free trial: integrate NN processing in MCU & DSP with 2 lines of C code
Trying is believing. In this post, I would enable everyone to be able to try bringing my example NN processing into your own embedded...
Mar 102 min read


Ray Tracing for sound, the holy grail for data generation?
Ray Tracing (RT) should be a very familiar term in 3D gaming, but what might be less known is its application in rendering sound, and how...
Feb 252 min read


from minimize error to raise quality
In this post, I am going to share the finding (and audio samples) of applying perceptual quality as training target for causal model. By...
Feb 172 min read


Looking forward to Cortex-M55 + Ethos-U55
The 50x inference speed up and 25x efficiency jump are very exciting, but what I really look forward to is how it could change ML system...
Feb 102 min read


SVDF, just give Conv a bit of time
Simply add a dimension of time to standard Conv layer, it becomes the SVDF layer, the core component powering our favorite keyword...
Jan 182 min read


Peek into the future
The Devil is in the details, a often hidden small detail that we must not miss when interpreting performance figures. Beneath is a plot...
Jan 122 min read


Tiny model for tiny system
Large model shows us the limitless perspective of what’s possible, but model doesn’t have to be big to do amazing things. In this post, I...
Jan 62 min read
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