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Add nsnet related documentation and performance

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test 2024-02-21 19:34:11 +08:00
parent 97b68f83e9
commit 9778cca69e
2 changed files with 23 additions and 2 deletions
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2
docs/zh_CN/audio_front_end/README.rst
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@ -270,7 +270,7 @@ AEC 的使用和 WakeNet 相似，用户可以根据自己的需求来停止或
.pcm_config.ref_num = 1, \
// 配置NS算法的模式，NS_MODE_SSP为信号处理算法，NS_MODE_NET为基于网络的降噪算法
.afe_ns_mode = NS_MODE_SSP, \
// 降噪网络的模型名字，默认为"nsnet1"
// 降噪网络的模型名字，默认为"nsnet1"，一个两个版本:"nsnet1"和"nsnet2"
.afe_ns_model_name = "nsnet1", \
}

23
docs/zh_CN/benchmark/README.rst
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@ -38,7 +38,11 @@ AFE
+-----------------+-----------------+-----------------+-----------------+
| BSS(HIGH_PERF) | 215.5 KB | 7% | 64 ms |
+-----------------+-----------------+-----------------+-----------------+
| NS | 27 KB | 5% | 10 ms |
| NS(NS_MODE_SSP) | 27 KB | 5% | 10 ms |
+-----------------+-----------------+-----------------+-----------------+
| NS(nsnet1) | 885 KB | 25% | 16 ms |
+-----------------+-----------------+-----------------+-----------------+
| NS(nsnet2) | 375 KB | 12% | 32 ms |
+-----------------+-----------------+-----------------+-----------------+
| MISO | 56 KB | 8% | 16 ms |
+-----------------+-----------------+-----------------+-----------------+
@ -217,3 +221,20 @@ CPU 负载测试（ESP32 @240 MHz）：
+==============================+======+======+======+======+======+======+
| Times faster than real time | 4.5 | 3.2 | 2.9 | 2.5 | 2.2 | 1.8 |
+------------------------------+------+------+------+------+------+------+
NSNET
-----
性能测试
~~~~~~~~
数据集：array_onemic_nnoise_20230608
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+------------------+--------+
| | dnsmos |
+==================+========+
| nsnet1 | 2.4 |
+------------------+--------+
| nsnet2 | 2.71 |
+------------------+--------+