# Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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name: "feature_extractor"
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backend: "python"
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max_batch_size: 16
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parameters [
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{
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key: "num_mel_bins",
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value: { string_value: "80"}
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},
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{
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key: "frame_shift_in_ms"
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value: { string_value: "10"}
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},
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{
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key: "frame_length_in_ms"
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value: { string_value: "25"}
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},
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{
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key: "sample_rate"
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value: { string_value: "16000"}
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},
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{
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key: "cmvn_path"
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value: { string_value: "./model_repo_sense_voice_small/feature_extractor/am.mvn"}
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},
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{
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key: "config_path"
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value: { string_value: "./model_repo_sense_voice_small/feature_extractor/config.yaml"}
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}
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]
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input [
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{
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name: "wav"
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data_type: TYPE_FP32
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dims: [-1]
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},
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{
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name: "wav_lens"
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data_type: TYPE_INT32
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dims: [1]
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}
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]
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output [
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{
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name: "speech"
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data_type: TYPE_FP32
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dims: [-1, 560] # 80
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},
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{
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name: "speech_lengths"
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data_type: TYPE_INT32
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dims: [1]
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}
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]
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dynamic_batching {
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}
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instance_group [
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{
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count: 2
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kind: KIND_GPU
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}
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]
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