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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, |
| | | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| | | # See the License for the specific language governing permissions and |
| | | # limitations under the License. |
| | | |
| | | name: "feature_extractor" |
| | | backend: "python" |
| | | max_batch_size: 64 |
| | | |
| | | parameters [ |
| | | { |
| | | key: "num_mel_bins", |
| | | value: { string_value: "80"} |
| | | }, |
| | | { |
| | | key: "frame_shift_in_ms" |
| | | value: { string_value: "10"} |
| | | }, |
| | | { |
| | | key: "frame_length_in_ms" |
| | | value: { string_value: "25"} |
| | | }, |
| | | { |
| | | key: "sample_rate" |
| | | value: { string_value: "16000"} |
| | | }, |
| | | { |
| | | key: "cmvn_path" |
| | | value: { string_value: "./model_repo_paraformer_large_offline/feature_extractor/am.mvn"} |
| | | }, |
| | | { |
| | | key: "config_path" |
| | | value: { string_value: "./model_repo_paraformer_large_offline/feature_extractor/config.yaml"} |
| | | } |
| | | |
| | | ] |
| | | |
| | | input [ |
| | | { |
| | | name: "wav" |
| | | data_type: TYPE_FP32 |
| | | dims: [-1] |
| | | }, |
| | | { |
| | | name: "wav_lens" |
| | | data_type: TYPE_INT32 |
| | | dims: [1] |
| | | } |
| | | ] |
| | | |
| | | output [ |
| | | { |
| | | name: "speech" |
| | | data_type: TYPE_FP32 |
| | | dims: [-1, 560] # 80 |
| | | }, |
| | | { |
| | | name: "speech_lengths" |
| | | data_type: TYPE_INT32 |
| | | dims: [1] |
| | | } |
| | | ] |
| | | |
| | | dynamic_batching { |
| | | } |
| | | |
| | | instance_group [ |
| | | { |
| | | count: 2 |
| | | kind: KIND_GPU |
| | | } |
| | | ] |