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Apr 26, 2023
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1 change: 1 addition & 0 deletions tutorials/asr/ASR_CTC_Language_Finetuning.ipynb
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Expand Up @@ -30,6 +30,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Restart the runtime (Runtime -> Restart Runtime) for any upgraded packages to take effect\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"\n",
"# Install dependencies\n",
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2 changes: 2 additions & 0 deletions tutorials/asr/ASR_Example_CommonVoice_Finetuning.ipynb
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Expand Up @@ -7,6 +7,8 @@
"source": [
"# Example: Training Esperanto ASR model using Mozilla Common Voice Dataset\n",
"\n",
"NOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\n",
"\n",
"Training an ASR model for a new language can be challenging, especially for low-resource languages (see [example](https://github.com/NVIDIA/NeMo/blob/main/docs/source/asr/examples/kinyarwanda_asr.rst) for Kinyarwanda CommonVoice ASR model).\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/ASR_for_telephony_speech.ipynb
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Expand Up @@ -17,6 +17,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Restart the runtime (Runtime -> Restart Runtime) for any upgraded packages to take effect\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/ASR_with_NeMo.ipynb
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Expand Up @@ -43,6 +43,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Restart the runtime (Runtime -> Restart Runtime) for any upgraded packages to take effect\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/ASR_with_Subword_Tokenization.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -31,6 +31,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Restart the runtime (Runtime -> Restart Runtime) for any upgraded packages to take effect\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"\n",
"# Install dependencies\n",
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1 change: 1 addition & 0 deletions tutorials/asr/ASR_with_Transducers.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Restart the runtime (Runtime -> Restart Runtime) for any upgraded packages to take effect\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"import os\n",
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1 change: 1 addition & 0 deletions tutorials/asr/Buffered_Transducer_Inference.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Restart the runtime (Runtime -> Restart Runtime) for any upgraded packages to take effect\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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Original file line number Diff line number Diff line change
Expand Up @@ -35,6 +35,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Restart the runtime (Runtime -> Restart Runtime) for any upgraded packages to take effect\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/Intro_to_Transducers.ipynb
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Expand Up @@ -32,6 +32,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Restart the runtime (Runtime -> Restart Runtime) for any upgraded packages to take effect\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"import os\n",
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3 changes: 3 additions & 0 deletions tutorials/asr/Multilang_ASR.ipynb
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Expand Up @@ -10,6 +10,9 @@
"This notebook helps you get started with NeMo multilingual ASR models; i.e. models that can transcribe audio in more than one language. You will learn how to use an existing pre-trained multilingual model for transcription, as well as how to create and train a new one.\n",
"\n",
"\n",
"NOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\n",
"\n",
"Please note that the current NeMo implementation is limited to models with subword tokenization. \n",
"\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/Offline_ASR.ipynb
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Expand Up @@ -31,6 +31,7 @@
"\n",
"You may find more info on how to train and use language models for ASR models here:\n",
"https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/main/asr/asr_language_modeling.html\n"
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
]
},
{
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1 change: 1 addition & 0 deletions tutorials/asr/Offline_ASR_with_VAD_for_CTC_models.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Restart the runtime (Runtime -> Restart Runtime) for any upgraded packages to take effect\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/Online_ASR_Microphone_Demo.ipynb
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Expand Up @@ -16,6 +16,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Set up microphone for Colab\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/Online_Noise_Augmentation.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@
"2. Import this notebook from GitHub (File -> Upload Notebook -> \"GITHUB\" tab -> copy/paste GitHub URL)\n",
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/Online_Offline_Microphone_VAD_Demo.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Set up microphone for Colab\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/Online_Offline_Speech_Commands_Demo.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Set up microphone for Colab\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/Self_Supervised_Pre_Training.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Restart the runtime (Runtime -> Restart Runtime) for any upgraded packages to take effect\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/Speech_Commands.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -51,6 +51,7 @@
"2. Import this notebook from GitHub (File -> Upload Notebook -> \"GITHUB\" tab -> copy/paste GitHub URL)\n",
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/Streaming_ASR.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Restart the runtime (Runtime -> Restart Runtime) for any upgraded packages to take effect\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/Voice_Activity_Detection.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,7 @@
"2. Import this notebook from GitHub (File -> Upload Notebook -> \"GITHUB\" tab -> copy/paste GitHub URL)\n",
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"\n",
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1 change: 1 addition & 0 deletions tutorials/asr/asr_adapters/ASR_with_Adapters.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -38,6 +38,7 @@
"3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
"4. Run this cell to set up dependencies.\n",
"5. Restart the runtime (Runtime -> Restart Runtime) for any upgraded packages to take effect\n",
"\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
"\"\"\"\n",
"# If you're using Google Colab and not running locally, run this cell.\n",
"import os\n",
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