msb-public
/
PaddleSpeech
mirror of https://github.com/PaddlePaddle/PaddleSpeech
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vector cli output dim info, test=doc

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pull/1605/head
xiongxinlei 2 years ago
parent 1fdb36f757
commit ef1bc5e815
4 changed files with 199 additions and 161 deletions
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176
demos/speaker_verification/README.md
Unescape View File

@ -47,45 +47,55 @@ wget -c https://paddlespeech.bj.bcebos.com/vector/audio/85236145389.wav
Output:
```bash
demo [ -5.749211 9.505463 -8.200284 -5.2075014 5.3940268
-3.04878 1.611095 10.127234 -10.534177 -15.821609
1.2032688 -0.35080156 1.2629458 -12.643498 -2.5758228
-11.343508 2.3385992 -8.719341 14.213509 15.404744
-0.39327756 6.338786 2.688887 8.7104025 17.469526
-8.77959 7.0576906 4.648855 -1.3089896 -23.294737
8.013747 13.891729 -9.926753 5.655307 -5.9422326
-22.842539 0.6293588 -18.46266 -10.811862 9.8192625
3.0070958 3.8072643 -2.3861165 3.0821571 -14.739942
1.7594414 -0.6485091 4.485623 2.0207152 7.264915
-6.40137 23.63524 2.9711294 -22.708025 9.93719
20.354511 -10.324688 -0.700492 -8.783211 -5.27593
15.999649 3.3004563 12.747926 15.429879 4.7849145
5.6699696 -2.3826702 10.605882 3.9112158 3.1500628
15.859915 -2.1832209 -23.908653 -6.4799504 -4.5365124
-9.224193 14.568347 -10.568833 4.982321 -4.342062
0.0914714 12.645902 -5.74285 -3.2141201 -2.7173362
-6.680575 0.4757669 -5.035051 -6.7964664 16.865469
-11.54324 7.681869 0.44475392 9.708182 -8.932846
0.4123232 -4.361452 1.3948607 9.511665 0.11667654
2.9079323 6.049952 9.275183 -18.078873 6.2983274
-0.7500531 -2.725033 -7.6027865 3.3404543 2.990815
4.010979 11.000591 -2.8873312 7.1352735 -16.79663
18.495346 -14.293832 7.89578 2.2714825 22.976387
-4.875734 -3.0836344 -2.9999814 13.751918 6.448228
-11.924197 2.171869 2.0423572 -6.173772 10.778437
25.77281 -4.9495463 14.57806 0.3044315 2.6132357
-7.591999 -2.076944 9.025118 1.7834753 -3.1799617
-4.9401326 23.465864 5.1685796 -9.018578 9.037825
-4.4150195 6.859591 -12.274467 -0.88911164 5.186309
-3.9988663 -13.638606 -9.925445 -0.06329413 -3.6709652
-12.397416 -12.719869 -1.395601 2.1150916 5.7381287
-4.4691963 -3.82819 -0.84233856 -1.1604277 -13.490127
8.731719 -20.778936 -11.495662 5.8033476 -4.752041
10.833007 -6.717991 4.504732 13.4244375 1.1306485
7.3435574 1.400918 14.704036 -9.501399 7.2315617
-6.417456 1.3333273 11.872697 -0.30664724 8.8845
6.5569253 4.7948146 0.03662816 -8.704245 6.224871
-3.2701402 -11.508579 ]
demo {'dim': 192, 'embedding': array([ -5.749211 , 9.505463 , -8.200284 , -5.2075014 ,
5.3940268 , -3.04878 , 1.611095 , 10.127234 ,
-10.534177 , -15.821609 , 1.2032688 , -0.35080156,
1.2629458 , -12.643498 , -2.5758228 , -11.343508 ,
2.3385992 , -8.719341 , 14.213509 , 15.404744 ,
-0.39327756, 6.338786 , 2.688887 , 8.7104025 ,
17.469526 , -8.77959 , 7.0576906 , 4.648855 ,
-1.3089896 , -23.294737 , 8.013747 , 13.891729 ,
-9.926753 , 5.655307 , -5.9422326 , -22.842539 ,
0.6293588 , -18.46266 , -10.811862 , 9.8192625 ,
3.0070958 , 3.8072643 , -2.3861165 , 3.0821571 ,
-14.739942 , 1.7594414 , -0.6485091 , 4.485623 ,
2.0207152 , 7.264915 , -6.40137 , 23.63524 ,
2.9711294 , -22.708025 , 9.93719 , 20.354511 ,
-10.324688 , -0.700492 , -8.783211 , -5.27593 ,
15.999649 , 3.3004563 , 12.747926 , 15.429879 ,
4.7849145 , 5.6699696 , -2.3826702 , 10.605882 ,
3.9112158 , 3.1500628 , 15.859915 , -2.1832209 ,
-23.908653 , -6.4799504 , -4.5365124 , -9.224193 ,
14.568347 , -10.568833 , 4.982321 , -4.342062 ,
0.0914714 , 12.645902 , -5.74285 , -3.2141201 ,
-2.7173362 , -6.680575 , 0.4757669 , -5.035051 ,
-6.7964664 , 16.865469 , -11.54324 , 7.681869 ,
0.44475392, 9.708182 , -8.932846 , 0.4123232 ,
-4.361452 , 1.3948607 , 9.511665 , 0.11667654,
2.9079323 , 6.049952 , 9.275183 , -18.078873 ,
6.2983274 , -0.7500531 , -2.725033 , -7.6027865 ,
3.3404543 , 2.990815 , 4.010979 , 11.000591 ,
-2.8873312 , 7.1352735 , -16.79663 , 18.495346 ,
-14.293832 , 7.89578 , 2.2714825 , 22.976387 ,
-4.875734 , -3.0836344 , -2.9999814 , 13.751918 ,
6.448228 , -11.924197 , 2.171869 , 2.0423572 ,
-6.173772 , 10.778437 , 25.77281 , -4.9495463 ,
14.57806 , 0.3044315 , 2.6132357 , -7.591999 ,
-2.076944 , 9.025118 , 1.7834753 , -3.1799617 ,
-4.9401326 , 23.465864 , 5.1685796 , -9.018578 ,
9.037825 , -4.4150195 , 6.859591 , -12.274467 ,
-0.88911164, 5.186309 , -3.9988663 , -13.638606 ,
-9.925445 , -0.06329413, -3.6709652 , -12.397416 ,
-12.719869 , -1.395601 , 2.1150916 , 5.7381287 ,
-4.4691963 , -3.82819 , -0.84233856, -1.1604277 ,
-13.490127 , 8.731719 , -20.778936 , -11.495662 ,
5.8033476 , -4.752041 , 10.833007 , -6.717991 ,
4.504732 , 13.4244375 , 1.1306485 , 7.3435574 ,
1.400918 , 14.704036 , -9.501399 , 7.2315617 ,
-6.417456 , 1.3333273 , 11.872697 , -0.30664724,
8.8845 , 6.5569253 , 4.7948146 , 0.03662816,
-8.704245 , 6.224871 , -3.2701402 , -11.508579 ],
dtype=float32)}
```
- Python API
@ -108,45 +118,55 @@ wget -c https://paddlespeech.bj.bcebos.com/vector/audio/85236145389.wav
Output:
```bash
# Vector Result:
[ -5.749211 9.505463 -8.200284 -5.2075014 5.3940268
-3.04878 1.611095 10.127234 -10.534177 -15.821609
1.2032688 -0.35080156 1.2629458 -12.643498 -2.5758228
-11.343508 2.3385992 -8.719341 14.213509 15.404744
-0.39327756 6.338786 2.688887 8.7104025 17.469526
-8.77959 7.0576906 4.648855 -1.3089896 -23.294737
8.013747 13.891729 -9.926753 5.655307 -5.9422326
-22.842539 0.6293588 -18.46266 -10.811862 9.8192625
3.0070958 3.8072643 -2.3861165 3.0821571 -14.739942
1.7594414 -0.6485091 4.485623 2.0207152 7.264915
-6.40137 23.63524 2.9711294 -22.708025 9.93719
20.354511 -10.324688 -0.700492 -8.783211 -5.27593
15.999649 3.3004563 12.747926 15.429879 4.7849145
5.6699696 -2.3826702 10.605882 3.9112158 3.1500628
15.859915 -2.1832209 -23.908653 -6.4799504 -4.5365124
-9.224193 14.568347 -10.568833 4.982321 -4.342062
0.0914714 12.645902 -5.74285 -3.2141201 -2.7173362
-6.680575 0.4757669 -5.035051 -6.7964664 16.865469
-11.54324 7.681869 0.44475392 9.708182 -8.932846
0.4123232 -4.361452 1.3948607 9.511665 0.11667654
2.9079323 6.049952 9.275183 -18.078873 6.2983274
-0.7500531 -2.725033 -7.6027865 3.3404543 2.990815
4.010979 11.000591 -2.8873312 7.1352735 -16.79663
18.495346 -14.293832 7.89578 2.2714825 22.976387
-4.875734 -3.0836344 -2.9999814 13.751918 6.448228
-11.924197 2.171869 2.0423572 -6.173772 10.778437
25.77281 -4.9495463 14.57806 0.3044315 2.6132357
-7.591999 -2.076944 9.025118 1.7834753 -3.1799617
-4.9401326 23.465864 5.1685796 -9.018578 9.037825
-4.4150195 6.859591 -12.274467 -0.88911164 5.186309
-3.9988663 -13.638606 -9.925445 -0.06329413 -3.6709652
-12.397416 -12.719869 -1.395601 2.1150916 5.7381287
-4.4691963 -3.82819 -0.84233856 -1.1604277 -13.490127
8.731719 -20.778936 -11.495662 5.8033476 -4.752041
10.833007 -6.717991 4.504732 13.4244375 1.1306485
7.3435574 1.400918 14.704036 -9.501399 7.2315617
-6.417456 1.3333273 11.872697 -0.30664724 8.8845
6.5569253 4.7948146 0.03662816 -8.704245 6.224871
-3.2701402 -11.508579 ]
{'dim': 192, 'embedding': array([ -5.749211 , 9.505463 , -8.200284 , -5.2075014 ,
5.3940268 , -3.04878 , 1.611095 , 10.127234 ,
-10.534177 , -15.821609 , 1.2032688 , -0.35080156,
1.2629458 , -12.643498 , -2.5758228 , -11.343508 ,
2.3385992 , -8.719341 , 14.213509 , 15.404744 ,
-0.39327756, 6.338786 , 2.688887 , 8.7104025 ,
17.469526 , -8.77959 , 7.0576906 , 4.648855 ,
-1.3089896 , -23.294737 , 8.013747 , 13.891729 ,
-9.926753 , 5.655307 , -5.9422326 , -22.842539 ,
0.6293588 , -18.46266 , -10.811862 , 9.8192625 ,
3.0070958 , 3.8072643 , -2.3861165 , 3.0821571 ,
-14.739942 , 1.7594414 , -0.6485091 , 4.485623 ,
2.0207152 , 7.264915 , -6.40137 , 23.63524 ,
2.9711294 , -22.708025 , 9.93719 , 20.354511 ,
-10.324688 , -0.700492 , -8.783211 , -5.27593 ,
15.999649 , 3.3004563 , 12.747926 , 15.429879 ,
4.7849145 , 5.6699696 , -2.3826702 , 10.605882 ,
3.9112158 , 3.1500628 , 15.859915 , -2.1832209 ,
-23.908653 , -6.4799504 , -4.5365124 , -9.224193 ,
14.568347 , -10.568833 , 4.982321 , -4.342062 ,
0.0914714 , 12.645902 , -5.74285 , -3.2141201 ,
-2.7173362 , -6.680575 , 0.4757669 , -5.035051 ,
-6.7964664 , 16.865469 , -11.54324 , 7.681869 ,
0.44475392, 9.708182 , -8.932846 , 0.4123232 ,
-4.361452 , 1.3948607 , 9.511665 , 0.11667654,
2.9079323 , 6.049952 , 9.275183 , -18.078873 ,
6.2983274 , -0.7500531 , -2.725033 , -7.6027865 ,
3.3404543 , 2.990815 , 4.010979 , 11.000591 ,
-2.8873312 , 7.1352735 , -16.79663 , 18.495346 ,
-14.293832 , 7.89578 , 2.2714825 , 22.976387 ,
-4.875734 , -3.0836344 , -2.9999814 , 13.751918 ,
6.448228 , -11.924197 , 2.171869 , 2.0423572 ,
-6.173772 , 10.778437 , 25.77281 , -4.9495463 ,
14.57806 , 0.3044315 , 2.6132357 , -7.591999 ,
-2.076944 , 9.025118 , 1.7834753 , -3.1799617 ,
-4.9401326 , 23.465864 , 5.1685796 , -9.018578 ,
9.037825 , -4.4150195 , 6.859591 , -12.274467 ,
-0.88911164, 5.186309 , -3.9988663 , -13.638606 ,
-9.925445 , -0.06329413, -3.6709652 , -12.397416 ,
-12.719869 , -1.395601 , 2.1150916 , 5.7381287 ,
-4.4691963 , -3.82819 , -0.84233856, -1.1604277 ,
-13.490127 , 8.731719 , -20.778936 , -11.495662 ,
5.8033476 , -4.752041 , 10.833007 , -6.717991 ,
4.504732 , 13.4244375 , 1.1306485 , 7.3435574 ,
1.400918 , 14.704036 , -9.501399 , 7.2315617 ,
-6.417456 , 1.3333273 , 11.872697 , -0.30664724,
8.8845 , 6.5569253 , 4.7948146 , 0.03662816,
-8.704245 , 6.224871 , -3.2701402 , -11.508579 ],
dtype=float32)}
```
### 4.Pretrained Models

177
demos/speaker_verification/README_cn.md
Unescape View File

@ -45,45 +45,55 @@ wget -c https://paddlespeech.bj.bcebos.com/vector/audio/85236145389.wav
输出：
```bash
demo [ -5.749211 9.505463 -8.200284 -5.2075014 5.3940268
-3.04878 1.611095 10.127234 -10.534177 -15.821609
1.2032688 -0.35080156 1.2629458 -12.643498 -2.5758228
-11.343508 2.3385992 -8.719341 14.213509 15.404744
-0.39327756 6.338786 2.688887 8.7104025 17.469526
-8.77959 7.0576906 4.648855 -1.3089896 -23.294737
8.013747 13.891729 -9.926753 5.655307 -5.9422326
-22.842539 0.6293588 -18.46266 -10.811862 9.8192625
3.0070958 3.8072643 -2.3861165 3.0821571 -14.739942
1.7594414 -0.6485091 4.485623 2.0207152 7.264915
-6.40137 23.63524 2.9711294 -22.708025 9.93719
20.354511 -10.324688 -0.700492 -8.783211 -5.27593
15.999649 3.3004563 12.747926 15.429879 4.7849145
5.6699696 -2.3826702 10.605882 3.9112158 3.1500628
15.859915 -2.1832209 -23.908653 -6.4799504 -4.5365124
-9.224193 14.568347 -10.568833 4.982321 -4.342062
0.0914714 12.645902 -5.74285 -3.2141201 -2.7173362
-6.680575 0.4757669 -5.035051 -6.7964664 16.865469
-11.54324 7.681869 0.44475392 9.708182 -8.932846
0.4123232 -4.361452 1.3948607 9.511665 0.11667654
2.9079323 6.049952 9.275183 -18.078873 6.2983274
-0.7500531 -2.725033 -7.6027865 3.3404543 2.990815
4.010979 11.000591 -2.8873312 7.1352735 -16.79663
18.495346 -14.293832 7.89578 2.2714825 22.976387
-4.875734 -3.0836344 -2.9999814 13.751918 6.448228
-11.924197 2.171869 2.0423572 -6.173772 10.778437
25.77281 -4.9495463 14.57806 0.3044315 2.6132357
-7.591999 -2.076944 9.025118 1.7834753 -3.1799617
-4.9401326 23.465864 5.1685796 -9.018578 9.037825
-4.4150195 6.859591 -12.274467 -0.88911164 5.186309
-3.9988663 -13.638606 -9.925445 -0.06329413 -3.6709652
-12.397416 -12.719869 -1.395601 2.1150916 5.7381287
-4.4691963 -3.82819 -0.84233856 -1.1604277 -13.490127
8.731719 -20.778936 -11.495662 5.8033476 -4.752041
10.833007 -6.717991 4.504732 13.4244375 1.1306485
7.3435574 1.400918 14.704036 -9.501399 7.2315617
-6.417456 1.3333273 11.872697 -0.30664724 8.8845
6.5569253 4.7948146 0.03662816 -8.704245 6.224871
-3.2701402 -11.508579 ]
demo {'dim': 192, 'embedding': array([ -5.749211 , 9.505463 , -8.200284 , -5.2075014 ,
5.3940268 , -3.04878 , 1.611095 , 10.127234 ,
-10.534177 , -15.821609 , 1.2032688 , -0.35080156,
1.2629458 , -12.643498 , -2.5758228 , -11.343508 ,
2.3385992 , -8.719341 , 14.213509 , 15.404744 ,
-0.39327756, 6.338786 , 2.688887 , 8.7104025 ,
17.469526 , -8.77959 , 7.0576906 , 4.648855 ,
-1.3089896 , -23.294737 , 8.013747 , 13.891729 ,
-9.926753 , 5.655307 , -5.9422326 , -22.842539 ,
0.6293588 , -18.46266 , -10.811862 , 9.8192625 ,
3.0070958 , 3.8072643 , -2.3861165 , 3.0821571 ,
-14.739942 , 1.7594414 , -0.6485091 , 4.485623 ,
2.0207152 , 7.264915 , -6.40137 , 23.63524 ,
2.9711294 , -22.708025 , 9.93719 , 20.354511 ,
-10.324688 , -0.700492 , -8.783211 , -5.27593 ,
15.999649 , 3.3004563 , 12.747926 , 15.429879 ,
4.7849145 , 5.6699696 , -2.3826702 , 10.605882 ,
3.9112158 , 3.1500628 , 15.859915 , -2.1832209 ,
-23.908653 , -6.4799504 , -4.5365124 , -9.224193 ,
14.568347 , -10.568833 , 4.982321 , -4.342062 ,
0.0914714 , 12.645902 , -5.74285 , -3.2141201 ,
-2.7173362 , -6.680575 , 0.4757669 , -5.035051 ,
-6.7964664 , 16.865469 , -11.54324 , 7.681869 ,
0.44475392, 9.708182 , -8.932846 , 0.4123232 ,
-4.361452 , 1.3948607 , 9.511665 , 0.11667654,
2.9079323 , 6.049952 , 9.275183 , -18.078873 ,
6.2983274 , -0.7500531 , -2.725033 , -7.6027865 ,
3.3404543 , 2.990815 , 4.010979 , 11.000591 ,
-2.8873312 , 7.1352735 , -16.79663 , 18.495346 ,
-14.293832 , 7.89578 , 2.2714825 , 22.976387 ,
-4.875734 , -3.0836344 , -2.9999814 , 13.751918 ,
6.448228 , -11.924197 , 2.171869 , 2.0423572 ,
-6.173772 , 10.778437 , 25.77281 , -4.9495463 ,
14.57806 , 0.3044315 , 2.6132357 , -7.591999 ,
-2.076944 , 9.025118 , 1.7834753 , -3.1799617 ,
-4.9401326 , 23.465864 , 5.1685796 , -9.018578 ,
9.037825 , -4.4150195 , 6.859591 , -12.274467 ,
-0.88911164, 5.186309 , -3.9988663 , -13.638606 ,
-9.925445 , -0.06329413, -3.6709652 , -12.397416 ,
-12.719869 , -1.395601 , 2.1150916 , 5.7381287 ,
-4.4691963 , -3.82819 , -0.84233856, -1.1604277 ,
-13.490127 , 8.731719 , -20.778936 , -11.495662 ,
5.8033476 , -4.752041 , 10.833007 , -6.717991 ,
4.504732 , 13.4244375 , 1.1306485 , 7.3435574 ,
1.400918 , 14.704036 , -9.501399 , 7.2315617 ,
-6.417456 , 1.3333273 , 11.872697 , -0.30664724,
8.8845 , 6.5569253 , 4.7948146 , 0.03662816,
-8.704245 , 6.224871 , -3.2701402 , -11.508579 ],
dtype=float32)}
```
- Python API
@ -106,45 +116,55 @@ wget -c https://paddlespeech.bj.bcebos.com/vector/audio/85236145389.wav
输出：
```bash
# Vector Result:
[ -5.749211 9.505463 -8.200284 -5.2075014 5.3940268
-3.04878 1.611095 10.127234 -10.534177 -15.821609
1.2032688 -0.35080156 1.2629458 -12.643498 -2.5758228
-11.343508 2.3385992 -8.719341 14.213509 15.404744
-0.39327756 6.338786 2.688887 8.7104025 17.469526
-8.77959 7.0576906 4.648855 -1.3089896 -23.294737
8.013747 13.891729 -9.926753 5.655307 -5.9422326
-22.842539 0.6293588 -18.46266 -10.811862 9.8192625
3.0070958 3.8072643 -2.3861165 3.0821571 -14.739942
1.7594414 -0.6485091 4.485623 2.0207152 7.264915
-6.40137 23.63524 2.9711294 -22.708025 9.93719
20.354511 -10.324688 -0.700492 -8.783211 -5.27593
15.999649 3.3004563 12.747926 15.429879 4.7849145
5.6699696 -2.3826702 10.605882 3.9112158 3.1500628
15.859915 -2.1832209 -23.908653 -6.4799504 -4.5365124
-9.224193 14.568347 -10.568833 4.982321 -4.342062
0.0914714 12.645902 -5.74285 -3.2141201 -2.7173362
-6.680575 0.4757669 -5.035051 -6.7964664 16.865469
-11.54324 7.681869 0.44475392 9.708182 -8.932846
0.4123232 -4.361452 1.3948607 9.511665 0.11667654
2.9079323 6.049952 9.275183 -18.078873 6.2983274
-0.7500531 -2.725033 -7.6027865 3.3404543 2.990815
4.010979 11.000591 -2.8873312 7.1352735 -16.79663
18.495346 -14.293832 7.89578 2.2714825 22.976387
-4.875734 -3.0836344 -2.9999814 13.751918 6.448228
-11.924197 2.171869 2.0423572 -6.173772 10.778437
25.77281 -4.9495463 14.57806 0.3044315 2.6132357
-7.591999 -2.076944 9.025118 1.7834753 -3.1799617
-4.9401326 23.465864 5.1685796 -9.018578 9.037825
-4.4150195 6.859591 -12.274467 -0.88911164 5.186309
-3.9988663 -13.638606 -9.925445 -0.06329413 -3.6709652
-12.397416 -12.719869 -1.395601 2.1150916 5.7381287
-4.4691963 -3.82819 -0.84233856 -1.1604277 -13.490127
8.731719 -20.778936 -11.495662 5.8033476 -4.752041
10.833007 -6.717991 4.504732 13.4244375 1.1306485
7.3435574 1.400918 14.704036 -9.501399 7.2315617
-6.417456 1.3333273 11.872697 -0.30664724 8.8845
6.5569253 4.7948146 0.03662816 -8.704245 6.224871
-3.2701402 -11.508579 ]
{'dim': 192, 'embedding': array([ -5.749211 , 9.505463 , -8.200284 , -5.2075014 ,
5.3940268 , -3.04878 , 1.611095 , 10.127234 ,
-10.534177 , -15.821609 , 1.2032688 , -0.35080156,
1.2629458 , -12.643498 , -2.5758228 , -11.343508 ,
2.3385992 , -8.719341 , 14.213509 , 15.404744 ,
-0.39327756, 6.338786 , 2.688887 , 8.7104025 ,
17.469526 , -8.77959 , 7.0576906 , 4.648855 ,
-1.3089896 , -23.294737 , 8.013747 , 13.891729 ,
-9.926753 , 5.655307 , -5.9422326 , -22.842539 ,
0.6293588 , -18.46266 , -10.811862 , 9.8192625 ,
3.0070958 , 3.8072643 , -2.3861165 , 3.0821571 ,
-14.739942 , 1.7594414 , -0.6485091 , 4.485623 ,
2.0207152 , 7.264915 , -6.40137 , 23.63524 ,
2.9711294 , -22.708025 , 9.93719 , 20.354511 ,
-10.324688 , -0.700492 , -8.783211 , -5.27593 ,
15.999649 , 3.3004563 , 12.747926 , 15.429879 ,
4.7849145 , 5.6699696 , -2.3826702 , 10.605882 ,
3.9112158 , 3.1500628 , 15.859915 , -2.1832209 ,
-23.908653 , -6.4799504 , -4.5365124 , -9.224193 ,
14.568347 , -10.568833 , 4.982321 , -4.342062 ,
0.0914714 , 12.645902 , -5.74285 , -3.2141201 ,
-2.7173362 , -6.680575 , 0.4757669 , -5.035051 ,
-6.7964664 , 16.865469 , -11.54324 , 7.681869 ,
0.44475392, 9.708182 , -8.932846 , 0.4123232 ,
-4.361452 , 1.3948607 , 9.511665 , 0.11667654,
2.9079323 , 6.049952 , 9.275183 , -18.078873 ,
6.2983274 , -0.7500531 , -2.725033 , -7.6027865 ,
3.3404543 , 2.990815 , 4.010979 , 11.000591 ,
-2.8873312 , 7.1352735 , -16.79663 , 18.495346 ,
-14.293832 , 7.89578 , 2.2714825 , 22.976387 ,
-4.875734 , -3.0836344 , -2.9999814 , 13.751918 ,
6.448228 , -11.924197 , 2.171869 , 2.0423572 ,
-6.173772 , 10.778437 , 25.77281 , -4.9495463 ,
14.57806 , 0.3044315 , 2.6132357 , -7.591999 ,
-2.076944 , 9.025118 , 1.7834753 , -3.1799617 ,
-4.9401326 , 23.465864 , 5.1685796 , -9.018578 ,
9.037825 , -4.4150195 , 6.859591 , -12.274467 ,
-0.88911164, 5.186309 , -3.9988663 , -13.638606 ,
-9.925445 , -0.06329413, -3.6709652 , -12.397416 ,
-12.719869 , -1.395601 , 2.1150916 , 5.7381287 ,
-4.4691963 , -3.82819 , -0.84233856, -1.1604277 ,
-13.490127 , 8.731719 , -20.778936 , -11.495662 ,
5.8033476 , -4.752041 , 10.833007 , -6.717991 ,
4.504732 , 13.4244375 , 1.1306485 , 7.3435574 ,
1.400918 , 14.704036 , -9.501399 , 7.2315617 ,
-6.417456 , 1.3333273 , 11.872697 , -0.30664724,
8.8845 , 6.5569253 , 4.7948146 , 0.03662816,
-8.704245 , 6.224871 , -3.2701402 , -11.508579 ],
dtype=float32)}
```
### 4.预训练模型
@ -153,4 +173,3 @@ wget -c https://paddlespeech.bj.bcebos.com/vector/audio/85236145389.wav
| 模型 | 采样率
| :--- | :---: |
| ecapatdnn_voxceleb12 | 16k

2
examples/voxceleb/sv0/RESULT.md
Unescape View File

@ -4,4 +4,4 @@
| Model | Number of Params | Release | Config | dim | Test set | Cosine | Cosine + S-Norm |
| --- | --- | --- | --- | --- | --- | --- | ---- |
| ECAPA-TDNN | 85M | 0.1.1 | conf/model.yaml |192 | test | 1.15 | 1.06 |
| ECAPA-TDNN | 85M | 0.1.1 | conf/ecapa_tdnn.yaml |192 | test | 1.15 | 1.06 |

5
paddlespeech/cli/vector/infer.py
Unescape View File

@ -171,7 +171,7 @@ class VectorExecutor(BaseExecutor):
@stats_wrapper
def __call__(self,
audio_file: os.PathLike,
model: str='ecapatdnn-voxceleb12',
model: str='ecapatdnn_voxceleb12',
sample_rate: int=16000,
config: os.PathLike=None,
ckpt_path: os.PathLike=None,
@ -342,8 +342,7 @@ class VectorExecutor(BaseExecutor):
"""
embedding = self._outputs["embedding"]
dim = embedding.shape[0]
# return {"dim": dim, "embedding": embedding}
return self._outputs["embedding"]
return {"dim": dim, "embedding": embedding}
def preprocess(self, model_type: str, input_file: Union[str, os.PathLike]):
"""Extract the audio feat

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