msb-public
/
PaddleSpeech
mirror of https://github.com/PaddlePaddle/PaddleSpeech
1
0
Code Issues Projects Releases Wiki Activity

update the speaker verification model, test=doc

Browse Source
pull/1646/head
xiongxinlei 4 years ago
parent 48b8cc8937
commit e72912adb9
4 changed files with 239 additions and 239 deletions
Show Stats Download Patch File Download Diff File

236
demos/speaker_verification/README.md
Unescape View File

@ -53,45 +53,45 @@ 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 [ 1.4217498 5.626253 -5.342073 1.1773866 3.308055
1.756596 5.167894 10.80636 -3.8226728 -5.6141334
2.623845 -0.8072968 1.9635103 -7.3128724 0.01103897
-9.723131 0.6619743 -6.976803 10.213478 7.494748
2.9105635 3.8949256 3.7999806 7.1061673 16.905321
-7.1493764 8.733103 3.4230042 -4.831653 -11.403367
11.232214 7.1274667 -4.2828417 2.452362 -5.130748
-18.177666 -2.6116815 -11.000337 -6.7314315 1.6564683
0.7618269 1.1253023 -2.083836 4.725744 -8.782597
-3.539873 3.814236 5.1420674 2.162061 4.096431
-6.4162116 12.747448 1.9429878 -15.152943 6.417416
16.097002 -9.716668 -1.9920526 -3.3649497 -1.871939
11.567354 3.69788 11.258265 7.442363 9.183411
4.5281515 -1.2417862 4.3959084 6.6727695 5.8898783
7.627124 -0.66919386 -11.889693 -9.208865 -7.4274073
-3.7776625 6.917234 -9.848748 -2.0944717 -5.135116
0.49563864 9.317534 -5.9141874 -1.8098574 -0.11738578
-7.169265 -1.0578263 -5.7216787 -5.1173844 16.137651
-4.473626 7.6624317 -0.55381083 9.631587 -6.4704556
-8.548508 4.3716145 -0.79702514 4.478997 -2.9758704
3.272176 2.8382776 5.134597 -9.190781 -0.5657382
-4.8745747 2.3165567 -5.984303 -2.1798875 0.35541576
-0.31784213 9.493548 2.1144536 4.358092 -12.089823
8.451689 -7.925461 4.6242585 4.4289427 18.692003
-2.6204622 -5.149185 -0.35821092 8.488551 4.981496
-9.32683 -2.2544234 6.6417594 1.2119585 10.977129
16.555033 3.3238444 9.551863 -1.6676947 -0.79539716
-8.605674 -0.47356385 2.6741948 -5.359179 -2.6673796
0.66607 15.443222 4.740594 -3.4725387 11.592567
-2.054497 1.7361217 -8.265324 -9.30447 5.4068313
-1.5180256 -7.746615 -6.089606 0.07112726 -0.34904733
-8.649895 -9.998958 -2.564841 -0.53999114 2.601808
-0.31927416 -1.8815292 -2.07215 -3.4105783 -8.2998085
1.483641 -15.365992 -8.288208 3.8847756 -3.4876456
7.3629923 0.4657332 3.132599 12.438889 -1.8337058
4.532936 2.7264361 10.145339 -6.521951 2.897153
-3.3925855 5.079156 7.759716 4.677565 5.8457737
2.402413 7.7071047 3.9711342 -6.390043 6.1268735
-3.7760346 -11.118123 ]
```
- Python API
@ -126,88 +126,88 @@ wget -c https://paddlespeech.bj.bcebos.com/vector/audio/85236145389.wav
```bash
# Vector Result:
Audio embedding 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 ]
[ 1.4217498 5.626253 -5.342073 1.1773866 3.308055
1.756596 5.167894 10.80636 -3.8226728 -5.6141334
2.623845 -0.8072968 1.9635103 -7.3128724 0.01103897
-9.723131 0.6619743 -6.976803 10.213478 7.494748
2.9105635 3.8949256 3.7999806 7.1061673 16.905321
-7.1493764 8.733103 3.4230042 -4.831653 -11.403367
11.232214 7.1274667 -4.2828417 2.452362 -5.130748
-18.177666 -2.6116815 -11.000337 -6.7314315 1.6564683
0.7618269 1.1253023 -2.083836 4.725744 -8.782597
-3.539873 3.814236 5.1420674 2.162061 4.096431
-6.4162116 12.747448 1.9429878 -15.152943 6.417416
16.097002 -9.716668 -1.9920526 -3.3649497 -1.871939
11.567354 3.69788 11.258265 7.442363 9.183411
4.5281515 -1.2417862 4.3959084 6.6727695 5.8898783
7.627124 -0.66919386 -11.889693 -9.208865 -7.4274073
-3.7776625 6.917234 -9.848748 -2.0944717 -5.135116
0.49563864 9.317534 -5.9141874 -1.8098574 -0.11738578
-7.169265 -1.0578263 -5.7216787 -5.1173844 16.137651
-4.473626 7.6624317 -0.55381083 9.631587 -6.4704556
-8.548508 4.3716145 -0.79702514 4.478997 -2.9758704
3.272176 2.8382776 5.134597 -9.190781 -0.5657382
-4.8745747 2.3165567 -5.984303 -2.1798875 0.35541576
-0.31784213 9.493548 2.1144536 4.358092 -12.089823
8.451689 -7.925461 4.6242585 4.4289427 18.692003
-2.6204622 -5.149185 -0.35821092 8.488551 4.981496
-9.32683 -2.2544234 6.6417594 1.2119585 10.977129
16.555033 3.3238444 9.551863 -1.6676947 -0.79539716
-8.605674 -0.47356385 2.6741948 -5.359179 -2.6673796
0.66607 15.443222 4.740594 -3.4725387 11.592567
-2.054497 1.7361217 -8.265324 -9.30447 5.4068313
-1.5180256 -7.746615 -6.089606 0.07112726 -0.34904733
-8.649895 -9.998958 -2.564841 -0.53999114 2.601808
-0.31927416 -1.8815292 -2.07215 -3.4105783 -8.2998085
1.483641 -15.365992 -8.288208 3.8847756 -3.4876456
7.3629923 0.4657332 3.132599 12.438889 -1.8337058
4.532936 2.7264361 10.145339 -6.521951 2.897153
-3.3925855 5.079156 7.759716 4.677565 5.8457737
2.402413 7.7071047 3.9711342 -6.390043 6.1268735
-3.7760346 -11.118123 ]
# get the test embedding
Test embedding Result:
[ -1.9617152 4.2184057 -5.4289927 3.8006616 7.400566
12.844175 1.4330423 0.4860911 -15.927942 -13.081303
-4.585545 2.378477 5.5894523 -13.060747 18.578707
-9.107497 -9.904055 0.7032993 0.7945765 -1.4118854
-6.4434266 -2.7688267 5.4320455 2.9636188 23.857662
-4.797293 22.821133 -1.6718386 0.80379957 -10.28131
-1.0586771 5.840774 -11.794188 0.9715659 -10.794272
-9.9839325 11.916608 -19.614918 -7.38727 12.361765
-15.568076 3.796782 1.4648503 -9.617965 1.8912128
5.5519567 4.1027875 9.565811 1.6652825 -0.06557167
7.3765106 6.91407 -3.4179301 4.676896 2.4507313
21.415924 -1.5271066 0.7630236 -15.634208 -24.682417
12.035311 1.9669697 -13.733474 11.616938 -16.630692
-16.287516 -7.4265285 -6.4809394 5.4794173 -8.481719
2.0745668 -7.50969 1.8279544 -15.189501 -4.000386
-1.5209727 6.975059 4.518711 3.0962887 -6.8465433
1.3825562 7.6983547 -9.399815 -7.3269534 -2.6540608
1.3231711 5.0338726 -5.9562182 -10.437971 19.123528
12.213971 -2.8820174 -20.65914 15.071251 8.114322
-4.045127 7.5128584 -3.3306584 6.822803 -0.05004288
-4.4368496 18.926466 14.04377 -5.9657135 4.714744
10.24277 -3.848245 14.494125 5.3582125 -6.30404
-14.122616 2.1969411 -5.90989 9.3047 -8.431231
10.438023 -11.987487 20.954517 -4.279951 -0.3756797
13.041809 -6.051407 -10.529183 3.7894943 -1.6330183
6.743382 -0.19549051 7.315633 -19.438568 0.6115422
4.5697403 2.1208212 0.52282465 -6.9142766 -5.8893275
0.5135903 0.92921656 -3.0571883 -7.4849505 2.2382743
-3.0478394 0.08785366 6.810543 -5.1137877 15.182398
-6.9418297 -8.922732 -2.4528694 7.324874 19.77244
13.997188 -5.08692 -14.329076 -6.1807523 -1.8777156
-3.6879017 6.3892293 -3.78877 -13.009837 -16.838747
-4.1660237 -7.4346085 0.5579437 -2.8482168 -13.509024
9.329142 8.1292095 -8.064337 -4.002228 -18.78694
7.7969575 -13.585645 -5.8225474 15.266658 -8.57028
-7.449079 2.2094946 28.004955 -3.0901644 11.932054
-1.5897936 -4.826059 6.9232755 -11.169697 -5.235409
11.251503 2.105524 4.0860977 -0.5384147 19.023642
1.6203141 -10.608387 ]
[ -1.902964 2.0690894 -8.034194 3.5472693 0.18089125
6.9085927 1.4097427 -1.9487704 -10.021278 -0.20755845
-8.04332 4.344489 2.3200977 -14.306299 5.184692
-11.55602 -3.8497238 0.6444722 1.2833948 2.6766639
0.5878921 0.7946299 1.7207596 2.5791872 14.998469
-1.3385371 15.031221 -0.8006958 1.99287 -9.52007
2.435466 4.003221 -4.33817 -4.898601 -5.304714
-18.033886 10.790787 -12.784645 -5.641755 2.9761686
-10.566622 1.4839455 6.152458 -5.7195854 2.8603241
6.112133 8.489869 5.5958056 1.2836679 -1.2293907
0.89927405 7.0288725 -2.854029 -0.9782962 5.8255906
14.905906 -5.025907 0.7866458 -4.2444224 -16.354029
10.521315 0.9604709 -3.3257897 7.144871 -13.592733
-8.568869 -1.7953678 0.26313916 10.916714 -6.9374123
1.857403 -6.2746415 2.8154466 -7.2338667 -2.293357
-0.05452765 5.4287076 5.0849075 -6.690375 -1.6183422
3.654291 0.94352573 -9.200294 -5.4749465 -3.5235846
1.3420814 4.240421 -2.772944 -2.8451524 16.311104
4.2969875 -1.762936 -12.5758915 8.595198 -0.8835239
-1.5708797 1.568961 1.1413603 3.5032008 -0.45251232
-6.786333 16.89443 5.3366146 -8.789056 0.6355629
3.2579517 -3.328322 7.5969577 0.66025066 -6.550468
-9.148656 2.020372 -0.4615173 1.1965656 -3.8764873
11.6562195 -6.0750933 12.182899 3.2218833 0.81969476
5.570001 -3.8459578 -7.205299 7.9262037 -7.6611166
-5.249467 -2.2671914 7.2658715 -13.298164 4.821147
-2.7263982 11.691089 -3.8918593 -2.838112 -1.0336838
-3.8034165 2.8536487 -5.60398 -1.1972581 1.3455094
-3.4903061 2.2408795 5.5010734 -3.970756 11.99696
-7.8858757 0.43160373 -5.5059714 4.3426995 16.322706
11.635366 0.72157705 -9.245714 -3.91465 -4.449838
-1.5716927 7.713747 -2.2430465 -6.198303 -13.481864
2.8156567 -5.7812386 5.1456156 2.7289324 -14.505571
13.270688 3.448231 -7.0659585 4.5886116 -4.466099
-0.296428 -11.463529 -2.6076477 14.110243 -6.9725137
-1.9962958 2.7119343 19.391657 0.01961198 14.607133
-1.6695905 -4.391516 1.3131028 -6.670972 -5.888604
12.0612335 5.9285784 3.3715196 1.492534 10.723728
-0.95514804 -12.085431 ]
# get the score between enroll and test
Eembeddings Score: 0.3965281546115875
Eembeddings Score: 0.4292638301849365
```
### 4.Pretrained Models

236
demos/speaker_verification/README_cn.md
Unescape View File

@ -51,45 +51,45 @@ 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 [ 1.4217498 5.626253 -5.342073 1.1773866 3.308055
1.756596 5.167894 10.80636 -3.8226728 -5.6141334
2.623845 -0.8072968 1.9635103 -7.3128724 0.01103897
-9.723131 0.6619743 -6.976803 10.213478 7.494748
2.9105635 3.8949256 3.7999806 7.1061673 16.905321
-7.1493764 8.733103 3.4230042 -4.831653 -11.403367
11.232214 7.1274667 -4.2828417 2.452362 -5.130748
-18.177666 -2.6116815 -11.000337 -6.7314315 1.6564683
0.7618269 1.1253023 -2.083836 4.725744 -8.782597
-3.539873 3.814236 5.1420674 2.162061 4.096431
-6.4162116 12.747448 1.9429878 -15.152943 6.417416
16.097002 -9.716668 -1.9920526 -3.3649497 -1.871939
11.567354 3.69788 11.258265 7.442363 9.183411
4.5281515 -1.2417862 4.3959084 6.6727695 5.8898783
7.627124 -0.66919386 -11.889693 -9.208865 -7.4274073
-3.7776625 6.917234 -9.848748 -2.0944717 -5.135116
0.49563864 9.317534 -5.9141874 -1.8098574 -0.11738578
-7.169265 -1.0578263 -5.7216787 -5.1173844 16.137651
-4.473626 7.6624317 -0.55381083 9.631587 -6.4704556
-8.548508 4.3716145 -0.79702514 4.478997 -2.9758704
3.272176 2.8382776 5.134597 -9.190781 -0.5657382
-4.8745747 2.3165567 -5.984303 -2.1798875 0.35541576
-0.31784213 9.493548 2.1144536 4.358092 -12.089823
8.451689 -7.925461 4.6242585 4.4289427 18.692003
-2.6204622 -5.149185 -0.35821092 8.488551 4.981496
-9.32683 -2.2544234 6.6417594 1.2119585 10.977129
16.555033 3.3238444 9.551863 -1.6676947 -0.79539716
-8.605674 -0.47356385 2.6741948 -5.359179 -2.6673796
0.66607 15.443222 4.740594 -3.4725387 11.592567
-2.054497 1.7361217 -8.265324 -9.30447 5.4068313
-1.5180256 -7.746615 -6.089606 0.07112726 -0.34904733
-8.649895 -9.998958 -2.564841 -0.53999114 2.601808
-0.31927416 -1.8815292 -2.07215 -3.4105783 -8.2998085
1.483641 -15.365992 -8.288208 3.8847756 -3.4876456
7.3629923 0.4657332 3.132599 12.438889 -1.8337058
4.532936 2.7264361 10.145339 -6.521951 2.897153
-3.3925855 5.079156 7.759716 4.677565 5.8457737
2.402413 7.7071047 3.9711342 -6.390043 6.1268735
-3.7760346 -11.118123 ]
```
- Python API
@ -123,88 +123,88 @@ wget -c https://paddlespeech.bj.bcebos.com/vector/audio/85236145389.wav
```bash
# Vector Result:
Audio embedding 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 ]
[ 1.4217498 5.626253 -5.342073 1.1773866 3.308055
1.756596 5.167894 10.80636 -3.8226728 -5.6141334
2.623845 -0.8072968 1.9635103 -7.3128724 0.01103897
-9.723131 0.6619743 -6.976803 10.213478 7.494748
2.9105635 3.8949256 3.7999806 7.1061673 16.905321
-7.1493764 8.733103 3.4230042 -4.831653 -11.403367
11.232214 7.1274667 -4.2828417 2.452362 -5.130748
-18.177666 -2.6116815 -11.000337 -6.7314315 1.6564683
0.7618269 1.1253023 -2.083836 4.725744 -8.782597
-3.539873 3.814236 5.1420674 2.162061 4.096431
-6.4162116 12.747448 1.9429878 -15.152943 6.417416
16.097002 -9.716668 -1.9920526 -3.3649497 -1.871939
11.567354 3.69788 11.258265 7.442363 9.183411
4.5281515 -1.2417862 4.3959084 6.6727695 5.8898783
7.627124 -0.66919386 -11.889693 -9.208865 -7.4274073
-3.7776625 6.917234 -9.848748 -2.0944717 -5.135116
0.49563864 9.317534 -5.9141874 -1.8098574 -0.11738578
-7.169265 -1.0578263 -5.7216787 -5.1173844 16.137651
-4.473626 7.6624317 -0.55381083 9.631587 -6.4704556
-8.548508 4.3716145 -0.79702514 4.478997 -2.9758704
3.272176 2.8382776 5.134597 -9.190781 -0.5657382
-4.8745747 2.3165567 -5.984303 -2.1798875 0.35541576
-0.31784213 9.493548 2.1144536 4.358092 -12.089823
8.451689 -7.925461 4.6242585 4.4289427 18.692003
-2.6204622 -5.149185 -0.35821092 8.488551 4.981496
-9.32683 -2.2544234 6.6417594 1.2119585 10.977129
16.555033 3.3238444 9.551863 -1.6676947 -0.79539716
-8.605674 -0.47356385 2.6741948 -5.359179 -2.6673796
0.66607 15.443222 4.740594 -3.4725387 11.592567
-2.054497 1.7361217 -8.265324 -9.30447 5.4068313
-1.5180256 -7.746615 -6.089606 0.07112726 -0.34904733
-8.649895 -9.998958 -2.564841 -0.53999114 2.601808
-0.31927416 -1.8815292 -2.07215 -3.4105783 -8.2998085
1.483641 -15.365992 -8.288208 3.8847756 -3.4876456
7.3629923 0.4657332 3.132599 12.438889 -1.8337058
4.532936 2.7264361 10.145339 -6.521951 2.897153
-3.3925855 5.079156 7.759716 4.677565 5.8457737
2.402413 7.7071047 3.9711342 -6.390043 6.1268735
-3.7760346 -11.118123 ]
# get the test embedding
Test embedding Result:
[ -1.9617152 4.2184057 -5.4289927 3.8006616 7.400566
12.844175 1.4330423 0.4860911 -15.927942 -13.081303
-4.585545 2.378477 5.5894523 -13.060747 18.578707
-9.107497 -9.904055 0.7032993 0.7945765 -1.4118854
-6.4434266 -2.7688267 5.4320455 2.9636188 23.857662
-4.797293 22.821133 -1.6718386 0.80379957 -10.28131
-1.0586771 5.840774 -11.794188 0.9715659 -10.794272
-9.9839325 11.916608 -19.614918 -7.38727 12.361765
-15.568076 3.796782 1.4648503 -9.617965 1.8912128
5.5519567 4.1027875 9.565811 1.6652825 -0.06557167
7.3765106 6.91407 -3.4179301 4.676896 2.4507313
21.415924 -1.5271066 0.7630236 -15.634208 -24.682417
12.035311 1.9669697 -13.733474 11.616938 -16.630692
-16.287516 -7.4265285 -6.4809394 5.4794173 -8.481719
2.0745668 -7.50969 1.8279544 -15.189501 -4.000386
-1.5209727 6.975059 4.518711 3.0962887 -6.8465433
1.3825562 7.6983547 -9.399815 -7.3269534 -2.6540608
1.3231711 5.0338726 -5.9562182 -10.437971 19.123528
12.213971 -2.8820174 -20.65914 15.071251 8.114322
-4.045127 7.5128584 -3.3306584 6.822803 -0.05004288
-4.4368496 18.926466 14.04377 -5.9657135 4.714744
10.24277 -3.848245 14.494125 5.3582125 -6.30404
-14.122616 2.1969411 -5.90989 9.3047 -8.431231
10.438023 -11.987487 20.954517 -4.279951 -0.3756797
13.041809 -6.051407 -10.529183 3.7894943 -1.6330183
6.743382 -0.19549051 7.315633 -19.438568 0.6115422
4.5697403 2.1208212 0.52282465 -6.9142766 -5.8893275
0.5135903 0.92921656 -3.0571883 -7.4849505 2.2382743
-3.0478394 0.08785366 6.810543 -5.1137877 15.182398
-6.9418297 -8.922732 -2.4528694 7.324874 19.77244
13.997188 -5.08692 -14.329076 -6.1807523 -1.8777156
-3.6879017 6.3892293 -3.78877 -13.009837 -16.838747
-4.1660237 -7.4346085 0.5579437 -2.8482168 -13.509024
9.329142 8.1292095 -8.064337 -4.002228 -18.78694
7.7969575 -13.585645 -5.8225474 15.266658 -8.57028
-7.449079 2.2094946 28.004955 -3.0901644 11.932054
-1.5897936 -4.826059 6.9232755 -11.169697 -5.235409
11.251503 2.105524 4.0860977 -0.5384147 19.023642
1.6203141 -10.608387 ]
[ -1.902964 2.0690894 -8.034194 3.5472693 0.18089125
6.9085927 1.4097427 -1.9487704 -10.021278 -0.20755845
-8.04332 4.344489 2.3200977 -14.306299 5.184692
-11.55602 -3.8497238 0.6444722 1.2833948 2.6766639
0.5878921 0.7946299 1.7207596 2.5791872 14.998469
-1.3385371 15.031221 -0.8006958 1.99287 -9.52007
2.435466 4.003221 -4.33817 -4.898601 -5.304714
-18.033886 10.790787 -12.784645 -5.641755 2.9761686
-10.566622 1.4839455 6.152458 -5.7195854 2.8603241
6.112133 8.489869 5.5958056 1.2836679 -1.2293907
0.89927405 7.0288725 -2.854029 -0.9782962 5.8255906
14.905906 -5.025907 0.7866458 -4.2444224 -16.354029
10.521315 0.9604709 -3.3257897 7.144871 -13.592733
-8.568869 -1.7953678 0.26313916 10.916714 -6.9374123
1.857403 -6.2746415 2.8154466 -7.2338667 -2.293357
-0.05452765 5.4287076 5.0849075 -6.690375 -1.6183422
3.654291 0.94352573 -9.200294 -5.4749465 -3.5235846
1.3420814 4.240421 -2.772944 -2.8451524 16.311104
4.2969875 -1.762936 -12.5758915 8.595198 -0.8835239
-1.5708797 1.568961 1.1413603 3.5032008 -0.45251232
-6.786333 16.89443 5.3366146 -8.789056 0.6355629
3.2579517 -3.328322 7.5969577 0.66025066 -6.550468
-9.148656 2.020372 -0.4615173 1.1965656 -3.8764873
11.6562195 -6.0750933 12.182899 3.2218833 0.81969476
5.570001 -3.8459578 -7.205299 7.9262037 -7.6611166
-5.249467 -2.2671914 7.2658715 -13.298164 4.821147
-2.7263982 11.691089 -3.8918593 -2.838112 -1.0336838
-3.8034165 2.8536487 -5.60398 -1.1972581 1.3455094
-3.4903061 2.2408795 5.5010734 -3.970756 11.99696
-7.8858757 0.43160373 -5.5059714 4.3426995 16.322706
11.635366 0.72157705 -9.245714 -3.91465 -4.449838
-1.5716927 7.713747 -2.2430465 -6.198303 -13.481864
2.8156567 -5.7812386 5.1456156 2.7289324 -14.505571
13.270688 3.448231 -7.0659585 4.5886116 -4.466099
-0.296428 -11.463529 -2.6076477 14.110243 -6.9725137
-1.9962958 2.7119343 19.391657 0.01961198 14.607133
-1.6695905 -4.391516 1.3131028 -6.670972 -5.888604
12.0612335 5.9285784 3.3715196 1.492534 10.723728
-0.95514804 -12.085431 ]
# get the score between enroll and test
Eembeddings Score: 0.3965281546115875
Eembeddings Score: 0.4292638301849365
```
### 4.预训练模型

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/ecapa_tdnn.yaml |192 | test | 1.15 | 1.06 |
| ECAPA-TDNN | 85M | 0.1.2 | conf/ecapa_tdnn.yaml |192 | test | 1.02 | 0.95 |

4
paddlespeech/cli/vector/infer.py
Unescape View File

@ -43,9 +43,9 @@ pretrained_models = {
# "paddlespeech vector --task spk --model ecapatdnn_voxceleb12-16k --sr 16000 --input ./input.wav"
"ecapatdnn_voxceleb12-16k": {
'url':
'https://paddlespeech.bj.bcebos.com/vector/voxceleb/sv0_ecapa_tdnn_voxceleb12_ckpt_0_1_1.tar.gz',
'https://paddlespeech.bj.bcebos.com/vector/voxceleb/sv0_ecapa_tdnn_voxceleb12_ckpt_0_1_2.tar.gz',
'md5':
'a1c0dba7d4de997187786ff517d5b4ec',
'cc33023c54ab346cd318408f43fcaf95',
'cfg_path':
'conf/model.yaml', # the yaml config path
'ckpt_path':

Write Preview
Loading…
Cancel
Save