File size: 4,645 Bytes
089c099 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 | param(
[string]$BundleRoot = "C:\Users\aryan\Google Drive\My Drive\nes2net_remote_bundle",
[string]$ProjectRoot = "C:\E\Project\Project B.tech\Multimodal Deepfake Detection",
[switch]$IncludeDFDataset,
[switch]$IncludeLA,
[switch]$IncludeDemoWav,
[switch]$IncludeInTheWildCheckpoint,
[switch]$ZipCodeOnly,
[switch]$DryRun
)
$ErrorActionPreference = "Stop"
function Write-Step {
param([string]$Message)
Write-Host "[Bundle] $Message"
}
function Ensure-Dir {
param([string]$Path)
if ($DryRun) {
Write-Step "Would create directory: $Path"
return
}
New-Item -ItemType Directory -Force -Path $Path | Out-Null
}
function Copy-FileSafe {
param(
[string]$Source,
[string]$DestinationDir
)
if (-not (Test-Path $Source)) {
throw "Missing source file: $Source"
}
if ($DryRun) {
Write-Step "Would copy file: $Source -> $DestinationDir"
return
}
Copy-Item -Path $Source -Destination $DestinationDir -Force
}
function Copy-DirSafe {
param(
[string]$Source,
[string]$DestinationParent
)
if (-not (Test-Path $Source)) {
throw "Missing source directory: $Source"
}
$leaf = Split-Path -Path $Source -Leaf
$destination = Join-Path $DestinationParent $leaf
if ($DryRun) {
Write-Step "Would copy directory: $Source -> $destination"
return
}
Ensure-Dir $destination
$robocopyArgs = @(
$Source,
$destination,
"/E",
"/Z",
"/R:5",
"/W:5",
"/NFL",
"/NDL",
"/NJH",
"/NJS",
"/NP"
)
& robocopy @robocopyArgs | Out-Host
$robocopyExit = $LASTEXITCODE
if ($robocopyExit -gt 7) {
throw "robocopy failed for $Source -> $destination with exit code $robocopyExit"
}
}
function Zip-CodeFolder {
param(
[string]$Source,
[string]$DestinationZip
)
if ($DryRun) {
Write-Step "Would zip code folder: $Source -> $DestinationZip"
return
}
if (Test-Path $DestinationZip) {
Remove-Item -Path $DestinationZip -Force
}
Compress-Archive -Path $Source -DestinationPath $DestinationZip -Force
}
$codeDir = Join-Path $ProjectRoot "audio_detection\Nes2Net_ASVspoof_ITW"
$checkpointsDir = Join-Path $ProjectRoot "audio_detection\checkpoints"
$audioDataDir = Join-Path $ProjectRoot "data\audio"
$notebookPath = Join-Path $ProjectRoot "notebooks\audio_remote_validation_colab.ipynb"
$bundleCodeDir = Join-Path $BundleRoot "code"
$bundleCheckpointsDir = Join-Path $BundleRoot "checkpoints"
$bundleNotebooksDir = Join-Path $BundleRoot "notebooks"
$bundleAudioDir = Join-Path $BundleRoot "data\audio"
Write-Step "Preparing bundle root: $BundleRoot"
Ensure-Dir $bundleCodeDir
Ensure-Dir $bundleCheckpointsDir
Ensure-Dir $bundleNotebooksDir
if ($IncludeDFDataset -or $IncludeLA -or $IncludeDemoWav) {
Ensure-Dir $bundleAudioDir
}
Write-Step "Copying code bundle"
Copy-DirSafe -Source $codeDir -DestinationParent $bundleCodeDir
Write-Step "Copying Colab notebook"
Copy-FileSafe -Source $notebookPath -DestinationDir $bundleNotebooksDir
Write-Step "Copying required checkpoints"
Copy-FileSafe -Source (Join-Path $checkpointsDir "xlsr2_300m.pt") -DestinationDir $bundleCheckpointsDir
Copy-FileSafe -Source (Join-Path $checkpointsDir "ASVspoof_2021_wav2vec2_Nes2Net_X_e100_bz12_lr2.5e_07_algo4_avg_ckpt_ep56_60_62_76_95.pth") -DestinationDir $bundleCheckpointsDir
if ($IncludeInTheWildCheckpoint) {
Write-Step "Copying optional In-the-Wild checkpoint"
Copy-FileSafe -Source (Join-Path $checkpointsDir "In_the_Wild_wav2vec2_Nes2Net_X_e100_bz12_lr2.5e_07_algo4_seed12345_avg_ckpt_ep59_61_69.pth") -DestinationDir $bundleCheckpointsDir
}
if ($IncludeDFDataset) {
Write-Step "Copying optional DF dataset"
Copy-DirSafe -Source (Join-Path $audioDataDir "ASVspoof2021_DF_eval") -DestinationParent $bundleAudioDir
}
if ($IncludeLA) {
Write-Step "Copying optional LA dataset"
Copy-DirSafe -Source (Join-Path $audioDataDir "ASVspoof2021_LA_eval") -DestinationParent $bundleAudioDir
}
if ($IncludeDemoWav) {
Write-Step "Copying optional demo WAV folder"
Copy-DirSafe -Source (Join-Path $audioDataDir "demo_wav") -DestinationParent $bundleAudioDir
}
if ($ZipCodeOnly) {
$zipPath = Join-Path $BundleRoot "Nes2Net_ASVspoof_ITW.zip"
Write-Step "Creating optional code zip"
Zip-CodeFolder -Source $codeDir -DestinationZip $zipPath
}
Write-Step "Bundle preparation complete."
if ($DryRun) {
Write-Step "Dry run only. No files were copied."
}
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