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speechpapers.bsky.social

@speechpapers.bsky.social

382 followers 315 following 2.7K posts

Every day I post short descriptions (well titles, really) of recent speech articles

Posts Replies Media

speechpapers.bsky.social @speechpapers.bsky.social · 13/07/2026

But you did - soc media is also about what is not said

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speechpapers.bsky.social @speechpapers.bsky.social · 15/05/2026

They a have a stage in their processing pipeline called "explainability" 😉 - seems to consist of 'DeepLIFT' that assigns importance scores to input features -via a chain rule of 'multipliers' to highlight which time-frequency regions in the wavelet spectrogram most influenced each predicted emotion

The flowchart outlines the speech emotion recognition process, starting with four datasets: CREMA-D, RAVDESS, EMO-DB, and ASVP-ESD. It details preprocessing steps, including silence removal, resampling, spectral gating, and min-max scaling. Feature extraction employs Continuous Wavelet Transform (CWT) and dual attention mechanisms (Spatial and Channel Attention) to derive emotion-relevant features. The classification uses DUST-Net, incorporating deformable convolution, Hierarchical Swin Transformer, and token pruning with Uncertainty-Aware Attention, leading to emotion outputs for Happy, Sad, Surprise, Disgust, Fear, Neutral, Angry, and Bored.

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speechpapers.bsky.social @speechpapers.bsky.social · 09/04/2026

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speechpapers.bsky.social @speechpapers.bsky.social · 30/12/2025

Various English translations of the first few lines of The Odyssey

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speechpapers.bsky.social @speechpapers.bsky.social · 25/08/2025

A silly picture to celebrate 300 followers that rifts off the film 300 but has an academic holding books rather than a muscular Spartan with a spear

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speechpapers.bsky.social @speechpapers.bsky.social · 02/03/2025

Well, so much for posting speech articles from pubmed feeds Three nameservers out of seven for the pubmed.ncbi.nlm.nih.gov are down Check www.whatsmydns.net#A/pubmed.ncb... : (

what https://www.whatsmydns.net/#A/pubmed.ncbi.nlm.nih.gov shows

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