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# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/Recommendation/DLRM/dlrm/data/feature_spec.py |
# Copyright (c) 2021 NVIDIA CORPORATION. All rights reserved.
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# Unless required by appli... | DeepLearningExamples-master | PyTorch/Recommendation/DLRM/dlrm/data/datasets.py |
DeepLearningExamples-master | PyTorch/Recommendation/DLRM/dlrm/data/__init__.py | |
# Copyright (c) 2021 NVIDIA CORPORATION. All rights reserved.
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# Unless required by appli... | DeepLearningExamples-master | PyTorch/Recommendation/DLRM/dlrm/data/factories.py |
# Copyright (c) 2021 NVIDIA CORPORATION. All rights reserved.
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# Unless required by appli... | DeepLearningExamples-master | PyTorch/Recommendation/DLRM/dlrm/data/utils.py |
# Copyright (c) 2021 NVIDIA CORPORATION. All rights reserved.
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# Unless required by appli... | DeepLearningExamples-master | PyTorch/Recommendation/DLRM/dlrm/data/defaults.py |
# Copyright (c) 2021 NVIDIA CORPORATION. All rights reserved.
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# Unless required by appli... | DeepLearningExamples-master | PyTorch/Recommendation/DLRM/dlrm/data/samplers.py |
# Copyright (c) 2018, deepakn94, codyaustun, robieta. All rights reserved.
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# Unless requir... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/dataloading.py |
# Copyright (c) 2018, deepakn94, codyaustun, robieta. All rights reserved.
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# Unless requir... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/ncf.py |
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/test_featurespec_correctness.py |
# Copyright (c) 2018, deepakn94, codyaustun, robieta. All rights reserved.
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# Unless requir... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/convert.py |
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/feature_spec.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/transcode.py |
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/utils.py |
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/neumf_constants.py |
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# Copyright (c) 2018, deepakn94. All rights reserved.
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# Unless required by applicable law ... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/load.py |
# Copyright (c) 2018, deepakn94, codyaustun, robieta. All rights reserved.
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# Unless requir... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/convert_test.py |
# Copyright (c) 2018, deepakn94, robieta. All rights reserved.
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/neumf.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/qa/generate_validation_curves.py |
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/qa/inference_table.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/qa/generate_boxplots.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/Recommendation/NCF/qa/generate_tables.py |
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/train.py |
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the License.
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/inference.py |
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# you may not use this file except in compliance with the License.
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/utils/combine_filelists.py |
#!/usr/bin/env python3
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# U... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/utils/convert_librispeech.py |
#!/usr/bin/env python3
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the License.
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# U... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/utils/download_librispeech.py |
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the License.
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/utils/generate_dictionary.py |
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/utils/combine_w2v2_filelist_with_phone_alignments.py |
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/utils/generate_filelist.py |
DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/utils/__init__.py | |
#!/usr/bin/env python3
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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# U... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/utils/preprocessing_utils.py |
#!/usr/bin/env python3
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# you may not use this file except in compliance with the License.
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# U... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/utils/download_utils.py |
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/utils/generate_1h_10h_datasets.py |
#!/usr/bin/env python3
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# Copyright (c) Facebook, Inc. and its affiliates.
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# Licensed under the Apache License, Version 2.0 (th... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/utils/libri_labels.py |
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/wav2vec2/logging.py |
DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/wav2vec2/__init__.py | |
# Copyright (c) Facebook, Inc. and its affiliates.
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# Copyright (c) Facebook, Inc. and its affiliates.
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# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/__init__.py | |
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
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# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
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# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/utils.py |
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
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# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
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# Copyright (c) Facebook, Inc. and its affiliates.
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# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/file_chunker_utils.py |
# Copyright (c) Facebook, Inc. and its affiliates.
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# Copyright (c) Facebook, Inc. and its affiliates.
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# Copyright (c) Facebook, Inc. and its affiliates.
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#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
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# Licensed under the Apache License, Version 2.0 (the... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/file_io.py |
# Copyright (c) Facebook, Inc. and its affiliates.
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# This source code is licensed under the MIT license found in the
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# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
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# Copyright (c) Facebook, Inc. and its affiliates.
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# Copyright (c) Facebook, Inc. and its affiliates.
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# Copyright (c) Facebook, Inc. and its affiliates.
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# Copyright (c) Facebook, Inc. and its affiliates.
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# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
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# Copyright (c) Facebook, Inc. and its affiliates.
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# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/modules/multihead_attention.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/modules/grad_multiply.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/modules/gelu.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/modules/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/modules/quant_noise.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/modules/fp32_group_norm.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/modules/fairseq_dropout.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/modules/gumbel_vector_quantizer.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/modules/transpose_last.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/modules/layer_norm.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/modules/same_pad.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/data/data_utils_fast.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/data/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/data/data_utils.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/data/dictionary.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/data/add_target_dataset.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/data/audio/audio_utils.py |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may n... | DeepLearningExamples-master | PyTorch/SpeechRecognition/wav2vec2/common/fairseq/data/audio/raw_audio_dataset.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/train.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/inference.py |
import argparse
import io
import sys
from copy import deepcopy
from functools import reduce
from pathlib import Path
from subprocess import CalledProcessError, check_output
import torch
import yaml
import quartznet.config
from common import helpers
from common.features import FilterbankFeatures
from quartznet.config ... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/nemo_dle_model_converter.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/utils/convert_librispeech.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/utils/download_librispeech.py |
DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/utils/__init__.py | |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/utils/preprocessing_utils.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/utils/download_utils.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/common/tb_dllogger.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/common/metrics.py |
# Copyright (c) 2021-2022, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless require... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/common/filter_warnings.py |
DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/common/__init__.py | |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/common/features.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/common/optimizers.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/common/dataset.py |
import numpy as np
class BenchmarkStats:
""" Tracks statistics used for benchmarking. """
def __init__(self):
self.utts = []
self.times = []
self.losses = []
def update(self, utts, times, losses):
self.utts.append(utts)
self.times.append(times)
self.losses.... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/common/utils.py |
# Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | DeepLearningExamples-master | PyTorch/SpeechRecognition/QuartzNet/common/audio.py |
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