Solopreneur | indie hacker
Kochi, Kerala
Joined April 2010
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"What is an ocean, but a multitude of drops"
youtube.com/watch?v=lxumQYpB…
Krishna Sangeeth KS retweeted
I regret to inform you that nobody cares about your potential. Potential is nothing without execution. When you're young, everyone cares about your potential. You get used to focusing on it. But as you get older, no one cares about your potential. Just your delivery against it.
Cool stufff
i opened up an AI's brain tonight with @_lyraaaa_'s neuron explorer
qwen 3.5 4b has 294,912 neurons
push just one and it becomes someone else
here's who i found 🧵
Me and @_TheIndianRaj_ built a diagnostic evaluator for an @AIBoomi kochi hackathon recently. It’s a full duplex voice based evaluator that tests student’s knowledge assimilation through socratic Q&A method
youtube.com/watch?v=tsAnUGd6…
We used Qwen for ASR, Silero for VAD, turns3.2 for turn detection, GPT as reasoning LLM and Phonon as TTS. Entire thing was orchestrated with Pipecat.
We were able to build a full duplex system that can scale within the timespan of a hackathon. Goes to show how easy it is becoming to build voice AI systems now.
The judge instead of apologising for the wrongdoing of his son behaved badly to the family of the deceased . Unfortunate.
youtu.be/84qb1jCTLg0?si=8JnP…
How does people who are custodians of law hand over vehicle to folks who don’t have license. Not acceptable.
Meanwhile, news from Kerala: A Motor Vehicles Claims Tribunal judge’s minor son drove his Benz and killed a man on a two wheeler.
onmanorama.com/news/kerala/2…
Krishna Sangeeth KS retweeted
This is what Crome saying “this is your last opportunity to fix the mess you’ve created, else you’re out.”
Pretty clear they will be out.
We’re talking about an eng team unable or unwilling to run a RCA and publish it, when everyone assumed they could
bugzilla.mozilla.org/show_bu…
Krishna Sangeeth KS retweeted
Can you use EmbeddingGemma 2 for Speech-to-Text?
This experiment uses EmbeddingGemma 2’s unified audio-text vector space to match speech against text via vector similarity.
The result? Transcribing an hour of audio in about 13 seconds, locally!
My feed is suddenly all full of security issues or is this like a rare day :D
Krishna Sangeeth KS retweeted
Effective Immediately, all organizations using PHP for their systems are advised to be prepared for an update addressing two critical vulnerabilities. PHP is widely used for web applications. These vulnerabilities often provide a direct path to the server's file system or database. If an immediate update is not feasible, it is recommend that organizations take the system offline until it can be fully mitigated. NSA will follow up shortly with more specific guidance.
Krishna Sangeeth KS retweeted
🚀 Introducing DeepInfer, our in-house inference framework, now fully open source!
Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. We’re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable.
🔗 github.com/deepseek-ai/DeepI…
1/4
Wow. There is a coreml model. Definitely worth trying. Decently expressive voice for the model size.
github.com/gradium-ai/xn-ptt…
A new frontier for on-device speech.
We're open-sourcing Phonon, a suite of TTS models under 50m parameters, setting a new standard for naturalness and accuracy across languages, with the broadest inference support to date.
Phonon-31m is available under Apache 2.0.
gradium.ai/phonon🧵
Krishna Sangeeth KS retweeted
Most of these tricks are not specific to speech and should carry over to other transformers. The full recipe, with ablations, is in the blog post: kyutai.org/blog/2026-10-20-p…
Krishna Sangeeth KS retweeted
Pocket TTS has been getting updates those last few days. While it was ~100M parameters, we release smaller versions, down to 1.9M: an 18.2M model with the quality of the original, a 6.9M model, and a 1.9M model that runs 103x faster than real time on one CPU core. All with voice cloning.