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# Copyright (c) 2023, 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 applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
@titu1994
titu1994 / notebook.ipynb
Last active November 7, 2022 03:36
NeMo Conformer Transducer on MCV Hindi
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@titu1994
titu1994 / mermaid.js
Last active May 10, 2022 22:24
Mermaid diagram - Adapters
graph TD
A[Input] --> LN(Layer Norm)
LN --> FF1("Bottleneck FeedForward - (D -> H; D >> H)")
FF1 --> Activation[ReLU]
Activation --> FF2("Expansion FeedForward - (H -> D; D >> H)")
FF2 --> Output[Output]
A --> |Residual| Output
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import numpy as np
import numba
from typing import List, Tuple
W_INS = 2
W_INS_NON = 0
W_DEL = 2
W_DEL_NON = 0
W_SUB = 1
W_MATCH = -2
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titu1994 / long-audio-transcription-citrinet.ipynb
Last active May 6, 2021 22:29
Long-audio-transcription-Citrinet.ipynb
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@titu1994
titu1994 / finetune_model.py
Created April 28, 2021 01:41
Finetuning recipe for Citrinet models
# Copyright (c) 2020, 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 applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
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@titu1994
titu1994 / eager_janet.ipynb
Created April 24, 2018 02:16
TF Eager JANet model
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