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Forenzična analiza pristnosti zvočnih posnetkov + ENF datumska verifikacija (Slovenija, marec 2026)
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "id": "c641a75b", | |
| "metadata": {}, | |
| "source": [ | |
| "# ENF segmentna analiza — JO03 Oberstar / deep state\n", | |
| "\n", | |
| "**Avtor:** Niko Gamulin, PhD | **Datum:** Marec 2026 | **Licenca:** MIT\n", | |
| "\n", | |
| "## Hipoteza\n", | |
| "\n", | |
| "Posnetek JO03 (Oberstar / deep state, 266.8s) je **rezan in sestavljen** iz vec delov. \n", | |
| "Namesto analize celotnega posnetka kot enotnega bloka analiziramo vsak segment posebej, \n", | |
| "kar omogoca:\n", | |
| "\n", | |
| "1. Ugotoviti, ali segmenti izvirajo iz **razlicnih casovnih obdobij**\n", | |
| "2. Preveriti, ali je kateri segment konsistenten z letom **2025**\n", | |
| "3. Oceniti razlikovalno moc ENF pri kratkih segmentih\n", | |
| "\n", | |
| "### Metodologija\n", | |
| "\n", | |
| "- **Detekcija rezov:** Energijski skoki (>12 dB), spektralni flux, tisina\n", | |
| "- **ENF ekstrakcija:** 16s okna, +-0.5 Hz, 50 Hz in 100 Hz harmonik\n", | |
| "- **Korelacija:** Vsak segment neodvisno proti 38 mesecem referecnih podatkov\n", | |
| "- **Referenca:** Netztransparenz.de, feb 2023 - mar 2026\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "b24351de", | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-20T14:03:06.996821Z", | |
| "iopub.status.busy": "2026-03-20T14:03:06.996441Z", | |
| "iopub.status.idle": "2026-03-20T14:03:07.191145Z", | |
| "shell.execute_reply": "2026-03-20T14:03:07.190837Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "JO03 Oberstar / deep state: 266.8s\n", | |
| "Segmentov: 5\n", | |
| "Tocke rezov: [103.0, 117.0, 130.0, 147.0, 185.0, 238.0, 267.0]\n" | |
| ] | |
| }, | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "/home/niko/.local/lib/python3.10/site-packages/matplotlib/projections/__init__.py:63: UserWarning: Unable to import Axes3D. This may be due to multiple versions of Matplotlib being installed (e.g. as a system package and as a pip package). As a result, the 3D projection is not available.\n", | |
| " warnings.warn(\"Unable to import Axes3D. This may be due to multiple versions of \"\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "import numpy as np\n", | |
| "import matplotlib\n", | |
| "matplotlib.use('Agg')\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "from IPython.display import Image, display\n", | |
| "import io, json\n", | |
| "import warnings\n", | |
| "warnings.filterwarnings('ignore')\n", | |
| "\n", | |
| "plt.rcParams['figure.dpi'] = 130\n", | |
| "plt.rcParams['font.size'] = 10\n", | |
| "plt.rcParams['figure.facecolor'] = 'white'\n", | |
| "\n", | |
| "def show(fig):\n", | |
| " buf = io.BytesIO()\n", | |
| " fig.savefig(buf, format='png', bbox_inches='tight', dpi=130)\n", | |
| " plt.close(fig)\n", | |
| " buf.seek(0)\n", | |
| " display(Image(data=buf.read()))\n", | |
| "\n", | |
| "with open('./data_prisluhi/jo03_embedded.json') as f:\n", | |
| " data = json.load(f)\n", | |
| "\n", | |
| "seg_traces = {k: {**v, 'trace': np.array(v['trace'])} for k, v in data['seg_traces'].items()}\n", | |
| "corr = data['corr_results']\n", | |
| "energy_t = np.array(data['energy_t'])\n", | |
| "energy_db = np.array(data['energy_db'])\n", | |
| "cuts = data['cut_points']\n", | |
| "segments = data['segments']\n", | |
| "dur = data['dur']\n", | |
| "\n", | |
| "print(f\"JO03 Oberstar / deep state: {dur:.1f}s\")\n", | |
| "print(f\"Segmentov: {len(segments)}\")\n", | |
| "print(f\"Tocke rezov: {cuts}\")\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "02898098", | |
| "metadata": {}, | |
| "source": [ | |
| "## 1. Detekcija rezov\n", | |
| "\n", | |
| "Uporabljamo tri neodvisne metode za identifikacijo tocke reza:\n", | |
| "- **Energijski skoki** >12 dB med zaporednimi okvirji\n", | |
| "- **Spektralni flux** anomalije (>4 sigma)\n", | |
| "- **Tisina** >50ms\n", | |
| "\n", | |
| "Kombinirane tocke rezov so grucene (znotraj 2s) in definirane kot meje segmentov.\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "id": "29f55f6d", | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-20T14:03:07.192410Z", | |
| "iopub.status.busy": "2026-03-20T14:03:07.192320Z", | |
| "iopub.status.idle": "2026-03-20T14:03:07.301322Z", | |
| "shell.execute_reply": "2026-03-20T14:03:07.300987Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
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| |
| "text/plain": [ | |
| "<IPython.core.display.Image object>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Identificirani segmenti:\n", | |
| " Segment 1: 0s - 103s (103s) — ENF uporaben: DA\n", | |
| " Segment 2: 130s - 147s (17s) — ENF uporaben: DA\n", | |
| " Segment 3: 147s - 185s (38s) — ENF uporaben: DA\n", | |
| " Segment 4: 185s - 238s (53s) — ENF uporaben: DA\n", | |
| " Segment 5: 238s - 267s (29s) — ENF uporaben: DA\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# Energijski profil z oznacenimi rezi\n", | |
| "fig, ax = plt.subplots(figsize=(16, 4))\n", | |
| "ax.plot(energy_t, energy_db, linewidth=0.4, color='#1565C0')\n", | |
| "\n", | |
| "colors_seg = ['#E8F5E9', '#FFF3E0', '#E3F2FD', '#FCE4EC', '#F3E5F5']\n", | |
| "for i, (s, e) in enumerate(segments):\n", | |
| " ax.axvspan(s, e, alpha=0.2, color=colors_seg[i % len(colors_seg)], \n", | |
| " label=f'Seg {i+1} ({s:.0f}-{e:.0f}s)')\n", | |
| "\n", | |
| "for c in cuts:\n", | |
| " ax.axvline(x=c, color='#D32F2F', linewidth=1, linestyle='--', alpha=0.6)\n", | |
| "\n", | |
| "ax.set_xlabel('Cas [s]')\n", | |
| "ax.set_ylabel('Energija [dB]')\n", | |
| "ax.set_title('Energijski profil z oznacenimi rezi in segmenti', fontsize=13, fontweight='bold')\n", | |
| "ax.legend(fontsize=7, loc='upper right', ncol=3)\n", | |
| "ax.grid(True, alpha=0.2)\n", | |
| "fig.tight_layout()\n", | |
| "show(fig)\n", | |
| "\n", | |
| "print(\"Identificirani segmenti:\")\n", | |
| "for i, (s, e) in enumerate(segments):\n", | |
| " dur_s = e - s\n", | |
| " usable = \"DA\" if dur_s >= 15 else \"NE (prekratek)\"\n", | |
| " print(f\" Segment {i+1}: {s:.0f}s - {e:.0f}s ({dur_s:.0f}s) — ENF uporaben: {usable}\")\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "c08f37d3", | |
| "metadata": {}, | |
| "source": [ | |
| "## 2. ENF ekstrakcija po segmentih\n", | |
| "\n", | |
| "Za vsak segment neodvisno izvlecemo ENF sled (16s okna). Segment 2 (130-147s, 17s) \n", | |
| "ima le 1 ENF tocko in ni uporaben za korelacijo.\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "b616164e", | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-20T14:03:07.302526Z", | |
| "iopub.status.busy": "2026-03-20T14:03:07.302446Z", | |
| "iopub.status.idle": "2026-03-20T14:03:07.577069Z", | |
| "shell.execute_reply": "2026-03-20T14:03:07.576842Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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Zanimivo bi bilo videti tudi video z jasno oznacenimi preskoki.
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Torej če je detekcija montaže točna, potem to negativno vpliva na rezultate navzkrižne korelacije, saj navzkrižna korelacija vrne najboljšo oceno, če posnetek ni bil montiran. Mogoče bi bilo sedaj, ko imaš teh 5 rezanih segmentov, najboljše za vsak segment ločeno delati korelacijo?