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remove old lines regarding speech commands
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Signed-off-by: smajumdar <[email protected]>
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titu1994 committed May 2, 2020
1 parent a3519b4 commit 8c56899
Showing 1 changed file with 3 additions and 5 deletions.
8 changes: 3 additions & 5 deletions examples/asr/notebooks/4_Online_Data_Augmentation.ipynb
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"\n",
"The notebook will follow the steps below:\n",
"\n",
" - Dataset preparation: Preparing Google Speech Commands dataset and Audio preprocessing (feature extraction): signal normalization, windowing, (log) spectrogram (or mel scale spectrogram, or MFCC)\n",
" - Dataset preparation: Preparing a noise dataset using an example file.\n",
"\n",
" - Construct a data augmentation pipeline.\n",
" \n",
" - Construct a custom augmentation and register it for use in NeMo.\n",
" \n",
" - Evaluate at test time to see robustness to noise."
" - Construct a custom augmentation and register it for use in NeMo."
]
},
{
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" - Time Stretch Perturbation (Sample level)\n",
" - Noise Perturbation\n",
" - Impulse Perturbation\n",
" - Time Stretch Augmentation (Batch level)\n",
" - Time Stretch Augmentation (Batch level, Neural Module)\n",
" \n",
"For such augmentations, it is advisable to pre-process the dataset offline for a one time preprocessing cost and then train the dataset on this augmented training set."
]
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