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@ -169,15 +169,19 @@ Word Error Rate Performance Test
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+-----------+-----------+
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+-------------+-------------+-------------+
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| Distance | librispeech | librispeech |
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| | test-clean | test-other |
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| Model | librispeech | librispeech |
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| Type | test-clean | test-other |
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+=============+=============+=============+
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| MultiNet5-en| 16.5% | 41.4% |
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+-------------+-------------+-------------+
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| MultiNet6-en| 9.0% | 21.3% |
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+-------------+-------------+-------------+
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speech commands Performance Test
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.. note::
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The Pinyin withon tone is used to calculate Chinese WER In this test.
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Speech Commands Performance Test
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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+-----------+-----------+----------+------------+-------------+
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@ -187,10 +191,10 @@ speech commands Performance Test
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| | | | dB) | dB) |
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+===========+===========+==========+============+=============+
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| MultiNet | 3 m | | | |
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| 5_cn | | | | |
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| 5_en | | | | |
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+-----------+-----------+----------+------------+-------------+
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| MultiNet | 3 m | | | |
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| 6_cm | | | | |
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| 6_en | | | | |
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+-----------+-----------+----------+------------+-------------+
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@ -48,7 +48,9 @@ Speech Commands Customization Methods
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.. note::
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Mixed Chinese and English is not supported in command words.
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The command word cannot contain Arabic numerals and special characters.
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The command word cannot contain Arabic numerals and special characters.
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Please refer to Chinese version documentation for Chinese speech commands customization methods.
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MultiNet6 customize speech commands
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@ -189,14 +191,3 @@ Resource Occupancy
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------------------
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For the resource occupancy for this model, see :doc:`Resource Occupancy <../benchmark/README>`.
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Other configurations
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-----------------------
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Threshold setting
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~~~~~~~~~~~~~~~~~
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::
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More functions are still under development.
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@ -155,7 +155,7 @@ MultiNet
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+-------------+-------------+-------------+-------------+-------------+
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Word Error Rate 性能测试
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~~~~~~~~~~~~~~~~~~~~~~~
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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+-----------+-----------+
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| Model | aishell |
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@ -169,16 +169,20 @@ Word Error Rate 性能测试
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+-----------+-----------+
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+-------------+-------------+-------------+
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| Distance | librispeech | librispeech |
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| | test-clean | test-other |
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| Model | librispeech | librispeech |
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| Type | test-clean | test-other |
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+=============+=============+=============+
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| MultiNet5-en| 16.5% | 41.4% |
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+-------------+-------------+-------------+
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| MultiNet6-en| 9.0% | 21.3% |
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+-------------+-------------+-------------+
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speech commands 性能测试
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~~~~~~~~~~~~~~~~~~~~~~~
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.. note::
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中文使用没有声调的拼音单元去计算WER.
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Speech Commands 性能测试
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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+-----------+-----------+----------+------------+-------------+
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| Model | Distance | Quiet | Stationary | Speech |
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@ -190,7 +194,7 @@ speech commands 性能测试
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| 5_cn | | | | |
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+-----------+-----------+----------+------------+-------------+
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| MultiNet | 3 m | | | |
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| 6_cm | | | | |
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| 6_cn | | | | |
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+-----------+-----------+----------+------------+-------------+
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TTS
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@ -50,18 +50,21 @@ MultiNet 输入为经过前端语音算法(AFE)处理过的音频(格式
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自定义命令词方法
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--------------
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--------------------
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.. note::
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不支持中英文混合
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不能含有阿拉伯数字和特殊字符
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英语自定义命令词方法请参考英文文档
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MultiNet 支持多种且灵活的命令词设置方式,可通过在线或离线方法设置命令词,还允许随时动态增加/删除/修改命令词。
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MultiNet5和MultiNet6使用汉语拼音作为基本识别单元。比如“打开空调”,应该写成 “da kai kong tiao”,请使用以下工具将汉字转为拼音: :project_file:`tool/multinet_pinyin.py` 。
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MultiNet6 定义方法:
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~~~~~~~~~~~~~~~~~~
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~~~~~~~~~~~~~~~~~~~~~~~~
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- 中文通过修改 :project_file:`model/multinet_model/fst/commands_cn.txt`
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@ -74,7 +77,7 @@ MultiNet6 定义方法:
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2 guan bi kong tiao
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MultiNet5 定义方法:
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~~~~~~~~~~~~~~~~~~
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~~~~~~~~~~~~~~~~~~~~~~~~
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- 通过 ``menuconfig``
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@ -198,12 +201,4 @@ MultiNet 识别结果
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资源消耗
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--------
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有关本模型的资源消耗情况,请见 :doc:`资源消耗 <../benchmark/README>`。
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其他配置和使用
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--------------
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阈值设置
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~~~~~~~~
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该功能仍在开发中。
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有关本模型的资源消耗情况,请见 :doc:`资源消耗 <../benchmark/README>`。
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