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Show HN: SpectroMood, speech emotion detection with a decision model

https://github.com/ketul93/spectromood
1•ketul_shah•53m ago
Voice AI industry still uses transcripts to determine the emotions of the user.

So when me and my friend were discussing about this we got the known limitations of transcriptions is that it doesn't capture the user's emotion from audio. Like, "I'm frustrated with your service" reads the same whether calm or angry.

Then I thought, why can't the decision model be tested for this to get quicker decisions on the go, knowing the limitation that it can't accept the audio file directly? So I thought of converting it to a pictorial representation and then submitting it to the clef-flash [a cheaper option]. Although the results are not too exciting, I would say it is just starting, and we can fine-tune the decision model for the same use case, and it can help a lot in several scenarios.

Worth giving it a try and checkout on your own voice.

Show HN: VendIQ – AI agent for vendor follow-ups and ops automation

https://vendiq.rishailabs.com/
1•rishailabs•56s ago•0 comments

Vibe Astronomy: Discovering Exoplanets

https://invertedpassion.substack.com/p/vibe-astronomy-discovering-exoplanets
1•twapi•1m ago•0 comments

I've Been Deindexed by Google

https://kennyqin.com/deindexed-by-google/
1•birdculture•2m ago•0 comments

The looming AI consciousness trainwreck (2022)

https://blog.plan99.net/the-looming-ai-consciousness-train-wreck-2e23165b3246
1•mike_hearn•3m ago•0 comments

The Nobel Peace Prize 2026 Awarded to Navanethem "Navi" Pillay

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OpenAI defends decision to fire researchers

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1•splintersio•12m ago•1 comments

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3•penskymaterial•14m ago•0 comments

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1•ghuntley•16m ago•0 comments

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1•rbanffy•17m ago•0 comments

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2•Klaster_1•20m ago•0 comments

TokenRouter: A serving engine for token-level LLM routing

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1•ilreb•23m ago•0 comments

South Africa's Navanethem 'Navi' Pillay Wins 2026 Nobel Peace Prize

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8•abdullahalharir•28m ago•2 comments

Navanethem Pillay wins Nobel price for peace

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Sift – An LLVM pass for speculative loop vectorization with E-graph SMT caching

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Making Sense of BigQuery Pricing Models

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Aleph Alpha and Mistral launches fuel Europe's sovereign AI push

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1•nonmaskable•40m ago•0 comments

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Is This Machine Playing?

https://arxiv.org/abs/2610.07130
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Sound and complete flow typing with unions, intersections and negations [pdf]

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1•mdp2021•53m ago•0 comments

Show HN: SpectroMood, speech emotion detection with a decision model

https://github.com/ketul93/spectromood
1•ketul_shah•53m ago•0 comments

RTSP to Virtual web cam in Rust

https://github.com/carl-eis/rtsp-rust-virtualcam
1•DistantCl3ric•54m ago•0 comments