thatsadude

7 ms·

31.
by thatsadude 3y ago
I'm concerned about who AGI will serve? Rich people surely!
32.
by thatsadude 3y ago
I’m speechless as a regular user. This is so dumb, sure Twitter will die within a year or twos.
33.
by thatsadude 3y ago
The problem of PoE is that it's too complex for causal middle age gamers like me. I have no time to invest in learning PoE after every patch.
34.
by thatsadude 3y ago
AI Engineering is broad. There are a lot of things to learn and a lot of mistakes you have to made yourself. For applied ML, my tips are: make sure you learn the dark side of BatchNorm and Dropout, start with simple and elegant baselines in
35.
by thatsadude 3y ago
What? I pruned my comments before leaving reddit. If they restore my comments, does this mean they don’t respect me as a user at all!
36.
by thatsadude 3y ago
Well, don’t kill Firebase next please.
37.
by thatsadude 3y ago
Few reasons: 1. Speech distortion is extremely detrimental to ASR models while human listeners may not be able to notice. Noise reduction models such as RNNNoise and DeepFilterNet try to reduce "perceptible" noises. And doing that
38.
by thatsadude 3y ago
The golden standard is ITU-T P.808 subject test https://github.com/microsoft/P.808 Of course, running a subjective test is expensive, and hence, there are objective scores such as DNSMOS and UTMOS which use neural netw
39.
by thatsadude 3y ago
Much much better, I really recommend DeepFilterNet, it's the most well-rounded open-source AI noise suppression tool out there. Big caveat, it won't help ASR model, e.g., Whisper. Source: I work in this research area.
40.
by thatsadude 3y ago
Not all spectral methods have such artifact. The type of artifacts you mention happens when you need to do phase retrieval or try to reconstruct waveforms from melspectrogram. Deepfilternet does spectral masking on the complex spectrogram s
41.
by thatsadude 3y ago
> What exactly makes anyone think that they can detect an LLM that is outputting text? The notion seems absurd yet it keeps coming up. Publish or perish!
42.
by thatsadude 3y ago
Good read, I often have to run code step by step to catch accidental double promotion in dsp functions.
43.
by thatsadude 3y ago
> I'm getting a bit tired of people putting their class projects or quick engineering projects on arXiv. I got downvoted when I expressed similar opinion with regards to MiniGPT4. I guess HN crowd value usefulness more than real con
44.
by thatsadude 3y ago
How is this a paper, they simply fine-tune the fully-connected layer of BLIP-2 https://arxiv.org/pdf/2301.12597.pdf
45.
by thatsadude 4y ago
That's a layman explanation. ShotSpotter is likely a passive radar system. In recent years, you can combine signal processing and supervised learn (neuralnet) to get better direction-of-arrival estimations.
46.
by thatsadude 4y ago
You should see MobileOne and FastVIT from Apple
47.
by thatsadude 4y ago
I fear for my team, really do. We work in audio processing tech. As a small team of five people residing in a third world country, we will never have a chance to compete with big companies because it looks like ML-based audio processing wil
48.
by thatsadude 4y ago
Personally, Safari left a bad taste in my mouth. We had to kill a product line because bugs in Safari's AudioWorklet. I don't think audio processing on Web is viable until Safari plays nicely with WebAudio.
49.
by thatsadude 4y ago
Time should be shamed for publishing this.
50.
by thatsadude 4y ago
Google published papers but has anybody be able to replicate their results?
51.
by thatsadude 4y ago
It’s AGI to me!
52.
by thatsadude 4y ago
At least they publish their papers!
53.
by thatsadude 4y ago
Well, when you have thousands of Matlab functions you wrote over a decade, you would rather use Octave instead of rewriting them in Python. I also suppose that Octave is slower than Matlab because OpenBLAS is inferior to MKL.
54.
by thatsadude 4y ago
I am really sad about this
55.
by thatsadude 4y ago
Have being using Ruff for a week, it's so awesome that I'm surprised that VSCode extension for Ruff has only 8500 users.
56.
by thatsadude 4y ago
Art!
57.
by thatsadude 4y ago
The ability to ask the right questions!
58.
by thatsadude 4y ago
I was at your position. I dragged on a journal and my thesis for 2 years. My advisor literally begged me to get my dissertation done at times. He complained I was a perfectionist and told me all good advice you have here every month for tho
59.
by thatsadude 4y ago
AudioWorklet and WebAudio in general are buggy in Safari. - https://bugs.webkit.org/show_bug.cgi?id=244203 - https://bugs.webkit.org/show_bug.cgi?id=241223 - https://bugs.webkit.org/show_bug
60.
by thatsadude 5y ago
UMA-16 main audio processor is XMOS though.

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