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#zero-shot

2 articles

01 ·Audio & Speech·★ MEMBER·PAPER·8 min read Paper Deep-Dive: Why Whisper Is Robust — Large-Scale Weak Supervision A reading of the Whisper paper (Radford et al., 2022) built strictly from its own text. Waveform to log-Mel spectrogram, an encoder-decoder that emits text directly, and how 680,000 hours produced robustness without fine-tuning — with the numbers the paper actually measured and the limits it admits to. 02 ·VLMs & Multimodal·★ MEMBER·PAPER·7 min read Paper Deep Dive — CLIP: Putting Words and Images on One Map A reading of the CLIP paper (Radford et al., 2021) grounded strictly in its own text: how the in-batch positives and negatives work, why zero-shot classification is really a hypernetwork trick, the five points that prompt wording is worth, and the long list of limits the authors wrote themselves.