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kenarsa

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On-Device Real-Time Speech-to-Speech Translation [video]

youtube.com
1 points·by kenarsa·2 bulan yang lalu·0 comments

[untitled]

1 points·by kenarsa·2 tahun yang lalu·0 comments

Animating Ptolemy's Equant with Python, SVG, and CSS

rhodesmill.org
68 points·by kenarsa·2 tahun yang lalu·5 comments

Is there a library for creating SVG animations with Python?

1 points·by kenarsa·2 tahun yang lalu·0 comments

Compute-intensive cross-platform library, which language?

2 points·by kenarsa·2 tahun yang lalu·2 comments

How to do multiprocessing (NOT multithreading) on iOS?

1 points·by kenarsa·2 tahun yang lalu·1 comments

The importance of initialization and momentum in deep learning [pdf]

cs.toronto.edu
1 points·by kenarsa·2 tahun yang lalu·1 comments

Why MSVC still doesn't support C99 features like variable-length array (VLA)?

5 points·by kenarsa·2 tahun yang lalu·1 comments

Why is WebAssembly not supporting 256/512 SIMD registers?

1 points·by kenarsa·2 tahun yang lalu·4 comments

[untitled]

1 points·by kenarsa·2 tahun yang lalu·0 comments

Offline Voice Assistant on a Microcontroller with 192KB RAM

picovoice.ai
92 points·by kenarsa·4 tahun yang lalu·31 comments

Arduino Voice Recognition in 10 Minutes or Less

picovoice.ai
3 points·by kenarsa·4 tahun yang lalu·0 comments

[untitled]

1 points·by kenarsa·4 tahun yang lalu·0 comments

[untitled]

1 points·by kenarsa·4 tahun yang lalu·0 comments

DeepSpeech 60x Smaller, 9x faster, and 2x accuracy

github.com
75 points·by kenarsa·4 tahun yang lalu·26 comments

20MB is all you need for speech recognition

medium.com
3 points·by kenarsa·4 tahun yang lalu·1 comments

20MB is all you need for speech-to-text

medium.com
5 points·by kenarsa·4 tahun yang lalu·0 comments

Octopus: Google Search for Voice

github.com
1 points·by kenarsa·5 tahun yang lalu·0 comments

OctoTube: Voice Search for YouTube

medium.com
1 points·by kenarsa·5 tahun yang lalu·0 comments

Yet Another Voice Activity Detection Engine

medium.com
4 points·by kenarsa·5 tahun yang lalu·0 comments

comments

kenarsa
·11 bulan yang lalu·discuss
[flagged]
kenarsa
·11 bulan yang lalu·discuss
[flagged]
kenarsa
·11 bulan yang lalu·discuss
[flagged]
kenarsa
·11 bulan yang lalu·discuss
Try https://github.com/Picovoice/orca
kenarsa
·2 tahun yang lalu·discuss
GitHub: https://github.com/Picovoice/picollm Platform: https://picovoice.ai/blog/picollm-local-llm-platform/ LLM Quantization Algorithm: https://picovoice.ai/blog/picollm-towards-optimal-llm-quanti... LLM Inference Engine: https://picovoice.ai/blog/picollm-inference-engine-for-x-bit...
kenarsa
·2 tahun yang lalu·discuss
Reflecting on Ilya Sutskever's early contribution to DL. This paper saved my job a decade ago
kenarsa
·2 tahun yang lalu·discuss
100% of AVX/AVX2 have 256 SIMD registers, and Arm also has non-NEON registers, which are 256/512. of course, this requires runtime detection, but that is ok because even for native code, people need to do that.
kenarsa
·2 tahun yang lalu·discuss
"Know" is a vague word. Everyone should know one language inside out as if they can code within a Notepad without IDE support. I think if you know three languages really well, that puts you in the top 1% of devs. I would go for C, Python, and JS.
kenarsa
·2 tahun yang lalu·discuss
It's interesting to see the cycle. Alexa said everyone wanted to toggle the lights and get the weather forecast. Hence, they folded. Now, we are back with "stronger" tech and want people to change their behavior.
kenarsa
·4 tahun yang lalu·discuss
Have you noted that the board has no connectivity chip? If I had a way to connect to internet without the required chip I had a better story to tell. You snippet of FAQ is correct for all other platforms we support aside from microcontrollers ...

[1] https://www.st.com/en/evaluation-tools/stm32f4discovery.html
kenarsa
·4 tahun yang lalu·discuss
Picovoice runs on almost anything: web browsers, mobile, desktop, single board computers, and microcontrollers. For the platforms that have connectivity (i.e. almost anything aside from microcontrollers), we do call home for license management. This helps us keep the `Free Tier` free for personal users, hackers , and skunkworks projects, but make sure we get paid by enterprise customers with deployments at scale [1]. On a microcontroller like the one in this tutorial, there is NO connectivity option. Hence, in this specific case it is 100% offline with no license management. In other cases voice recognition is 100% offline but the call home for license management needs connectivity.

[1] https://picovoice.ai/pricing/
kenarsa
·4 tahun yang lalu·discuss
Yes, the board does not have a connectivity chip of any sort [1]. Even if one really wants to there is no way to connect to anything from this board.

[1] https://www.st.com/en/evaluation-tools/stm32f4discovery.html
kenarsa
·4 tahun yang lalu·discuss
context, context, and context!! Then deep learning tricks and efficient implementation.

[1] https://picovoice.ai/blog/end-to-end-intent-inference-from-s...
kenarsa
·4 tahun yang lalu·discuss
would love to check out what you build with it :) I've been constantly and pleasantly surprised but what people can build given this tech
kenarsa
·4 tahun yang lalu·discuss
Yeah, I post about my company that I founded and I am super into it. Which part of this is MISLEADING? The fact that I care or are you saying Picovoice's tech doesn't work? I made the latter easy cause you can now go and try it without me in your way. You comment is misleading.
kenarsa
·4 tahun yang lalu·discuss
I'm sure smart people can find a way to hack this! But check my other comment, the chip does NOT have connectivity module. Don't take it from me. Read the ST's product spec.

[1] https://www.st.com/en/evaluation-tools/stm32f4discovery.html
kenarsa
·4 tahun yang lalu·discuss
have you noted that there is `Free Tier` that cost you $0? You can train using that. For this tutorial the cost of board ($20) is all you need to pay. Same for personal projects and even small skunkworks projects within companies. Picovoice makes money from large-scale deployments done by device makers

[1] https://picovoice.ai/pricing/
kenarsa
·4 tahun yang lalu·discuss
That board doesn't have connectivity! If we had a way to connect to the internet without a connectivity chip I would have had a more exciting post!
kenarsa
·4 tahun yang lalu·discuss
The benchmark is using the latest stable of DS >>> https://github.com/Picovoice/speech-to-text-benchmark/blob/m...

the data for cloud-based is from 2022.
kenarsa
·4 tahun yang lalu·discuss
mycroft already integrated our wake word (porcupine). we remain neutral and anyone can use our tech :)