create files

README.md

@@ -0,0 +1,68 @@
+# Paraformer-large模型介绍
+### 使用方法
+下载模型
+```shell
+git clone https://github.com/manyeyes/AliParaformerAsr.git
+cd /AliParaformerAsr/AliParaformerAsr.Examples
+git clone https://huggingface.co/manyeyes/AliParaformerAsr-large-onnx-offline.git
+```
+编辑 Program.cs 中的 modelName 值：
+```csharp
+string modelName="AliParaformerAsr-large-onnx-offline";
+//[fp32模型/int8模型]，二选一
+//fp32模型
+//string modelFilePath = applicationBase + "./"+ modelName + "/model.onnx";
+//int8模型
+string modelFilePath = applicationBase + "./"+ modelName + "/model_quant.onnx";
+```
+将文件夹 AliParaformerAsr-large-onnx-offline 中的文件属性-》复制到输出目录-》如果较新则复制。
+**或者**
+编辑 AliParaformerAsr.Examples.csproj ，添加
+```xml
+<ItemGroup>
+    <None Update="AliParaformerAsr-large-onnx-offline\am.mvn">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="AliParaformerAsr-large-onnx-offline\asr.yaml">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="AliParaformerAsr-large-onnx-offline\example\0.wav">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="AliParaformerAsr-large-onnx-offline\example\1.wav">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="AliParaformerAsr-large-onnx-offline\example\2.wav">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="AliParaformerAsr-large-onnx-offline\example\3.wav">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="AliParaformerAsr-large-onnx-offline\example\4.wav">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="AliParaformerAsr-large-onnx-offline\model_quant.onnx">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="AliParaformerAsr-large-onnx-offline\model.onnx">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="AliParaformerAsr-large-onnx-offline\tokens.txt">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+  </ItemGroup>
+```
+
+启动 AliParaformerAsr.Examples
+
+
+## 通过modelscope了解更多
+### 原模型
+- pytorch
+https://www.modelscope.cn/models/damo/AliParaformerAsr-large-onnx-offline/summary
+- onnx
+https://www.modelscope.cn/models/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx/summary
+
+### Highlights
+- 热词版本：[Paraformer-large热词版模型](https://www.modelscope.cn/models/damo/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404/summary)支持热词定制功能，基于提供的热词列表进行激励增强，提升热词的召回率和准确率。
+- 长音频版本：[Paraformer-large长音频模型](https://www.modelscope.cn/models/damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-pytorch/summary)，集成VAD、ASR、标点与时间戳功能，可直接对时长为数小时音频进行识别，并输出带标点文字与时间戳。

am.mvn

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asr.yaml

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+frontend: wav_frontend
+frontend_conf:
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+    window: hamming
+    n_mels: 80
+    frame_length: 25
+    frame_shift: 10
+    lfr_m: 7
+    lfr_n: 6
+model: paraformer
+model_conf:
+    ctc_weight: 0.0
+    lsm_weight: 0.1
+    length_normalized_loss: true
+    predictor_weight: 1.0
+    predictor_bias: 1
+    sampling_ratio: 0.75
+preencoder: null
+preencoder_conf: {}
+encoder: sanm
+encoder_conf:
+    output_size: 512
+    attention_heads: 4
+    linear_units: 2048
+    num_blocks: 50
+    dropout_rate: 0.1
+    positional_dropout_rate: 0.1
+    attention_dropout_rate: 0.1
+    input_layer: pe
+    pos_enc_class: SinusoidalPositionEncoder
+    normalize_before: true
+    kernel_size: 11
+    sanm_shfit: 0
+    selfattention_layer_type: sanm
+postencoder: null
+postencoder_conf: {}
+decoder: paraformer_decoder_sanm
+decoder_conf:
+    attention_heads: 4
+    linear_units: 2048
+    num_blocks: 16
+    dropout_rate: 0.1
+    positional_dropout_rate: 0.1
+    self_attention_dropout_rate: 0.1
+    src_attention_dropout_rate: 0.1
+    att_layer_num: 16
+    kernel_size: 11
+    sanm_shfit: 0
+predictor: cif_predictor_v2
+predictor_conf:
+    idim: 512
+    threshold: 1.0
+    l_order: 1
+    r_order: 1
+    tail_threshold: 0.45
+version: '202211'

model.onnx

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+oid sha256:d459975b5ce2377abc5c10a81445c2c06f6cc8073649ca79003876a71712608e
+size 863868132

model_quant.onnx

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