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“Namhyun-Kim”
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3d2623f
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Parent(s):
938e1f7
Reflow intro copy and simplify spectrogram blurb
Browse files
README.md
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@@ -12,7 +12,9 @@ short_description: 'Exploring spectrograms, LWM embedding, and its evaluations.'
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# LWM-Spectro Lab
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Interactive lab for exploring **LWM spectrogram embeddings** on Sub-6 GHz I/Q baseband data.
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**What you get**
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- **Data slices:** LTE / WiFi / 5G Sub-6 GHz I/Q baseband spectrograms with modulation, SNR, and mobility labels; 500 samples per SNR per tech (7 SNRs).
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# LWM-Spectro Lab
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Interactive lab for exploring **LWM spectrogram embeddings** on Sub-6 GHz I/Q baseband data.
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Browse the bundled DeepMIMO-derived samples (LTE / WiFi / 5G, 128×128 spectrograms, 10.5k total),
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compare LWM embeddings against raw spectrogram vectors, and probe precomputed MoE embeddings for joint SNR/mobility.
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**What you get**
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- **Data slices:** LTE / WiFi / 5G Sub-6 GHz I/Q baseband spectrograms with modulation, SNR, and mobility labels; 500 samples per SNR per tech (7 SNRs).
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app.py
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@@ -745,9 +745,9 @@ with gr.Blocks(title="LWM-Spectro Lab") as demo:
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gr.Markdown("# 🔬 LWM-Spectro Interactive Demo")
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gr.Markdown(
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"""
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Interactive lab for exploring **LWM spectrogram embeddings** on Sub-6 GHz I/Q baseband data.
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DeepMIMO-derived samples (LTE / WiFi / 5G, 128×128 spectrograms, 10.5k total),
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spectrogram vectors, and probe precomputed MoE embeddings for joint SNR/mobility.
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**What you get**
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- **Data slices:** LTE / WiFi / 5G Sub-6 GHz I/Q baseband spectrograms with modulation, SNR, and mobility labels; 500 samples per SNR per tech (7 SNRs).
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gr.Markdown("# 🔬 LWM-Spectro Interactive Demo")
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gr.Markdown(
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"""
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+
Interactive lab for exploring **LWM spectrogram embeddings** on Sub-6 GHz I/Q baseband data.
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| 749 |
+
Browse the bundled DeepMIMO-derived samples (LTE / WiFi / 5G, 128×128 spectrograms, 10.5k total),
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| 750 |
+
compare LWM embeddings against raw spectrogram vectors, and probe precomputed MoE embeddings for joint SNR/mobility.
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| 751 |
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**What you get**
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- **Data slices:** LTE / WiFi / 5G Sub-6 GHz I/Q baseband spectrograms with modulation, SNR, and mobility labels; 500 samples per SNR per tech (7 SNRs).
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