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  1. .config/.last_opt_in_prompt.yaml +1 -0
  2. .config/.last_survey_prompt.yaml +1 -0
  3. .config/.last_update_check.json +1 -0
  4. .config/active_config +1 -0
  5. .config/config_sentinel +0 -0
  6. .config/configurations/config_default +6 -0
  7. .config/default_configs.db +0 -0
  8. .config/gce +1 -0
  9. .config/logs/2023.09.14/13.21.42.998569.log +596 -0
  10. .config/logs/2023.09.14/13.22.09.213761.log +5 -0
  11. .config/logs/2023.09.14/13.22.33.668588.log +169 -0
  12. .config/logs/2023.09.14/13.22.40.967663.log +5 -0
  13. .config/logs/2023.09.14/13.23.06.154072.log +8 -0
  14. .config/logs/2023.09.14/13.23.06.916289.log +8 -0
  15. .config/sample_data/README.md +19 -0
  16. .config/sample_data/anscombe.json +49 -0
  17. .config/sample_data/california_housing_test.csv +0 -0
  18. .config/sample_data/california_housing_train.csv +0 -0
  19. .config/sample_data/mnist_test.csv +3 -0
  20. .config/sample_data/mnist_train_small.csv +3 -0
  21. .gitattributes +2 -0
  22. .github/workflows/update_space.yml +28 -0
  23. README.md +1 -7
  24. app.py +135 -0
  25. female_2.npy +3 -0
  26. requirements.txt +6 -0
.config/.last_opt_in_prompt.yaml ADDED
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+ {}
.config/.last_survey_prompt.yaml ADDED
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+ last_prompt_time: 1694697752.9373007
.config/.last_update_check.json ADDED
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+ {"last_update_check_time": 1694697760.3854065, "last_update_check_revision": 20230908131923, "notifications": [], "last_nag_times": {}}
.config/active_config ADDED
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+ default
.config/config_sentinel ADDED
File without changes
.config/configurations/config_default ADDED
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+ [component_manager]
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+ disable_update_check = true
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+
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+ [compute]
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+ gce_metadata_read_timeout_sec = 0
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+
.config/default_configs.db ADDED
Binary file (12.3 kB). View file
 
.config/gce ADDED
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+ False
.config/logs/2023.09.14/13.21.42.998569.log ADDED
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+ 2023-09-14 13:21:43,004 DEBUG root Loaded Command Group: ['gcloud', 'components']
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+ 2023-09-14 13:21:43,008 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
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+ 2023-09-14 13:21:43,011 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
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+ 2023-09-14 13:21:55,188 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2023-09-14 13:21:55,315 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
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+ 2023-09-14 13:21:55,318 INFO ___FILE_ONLY___ ╠═ Creating update staging area ═╣
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+ 2023-09-14 13:21:58,210 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.9 ═╣
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+ 2023-09-14 13:21:58,217 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.9 ═╣
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364
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366
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368
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434
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435
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436
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437
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438
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439
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440
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441
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444
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445
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446
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447
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448
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449
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453
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455
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456
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457
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458
+ 2023-09-14 13:22:05,024 INFO ___FILE_ONLY___ ══════════════════════════════
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460
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461
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463
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464
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465
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466
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467
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468
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493
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500
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501
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502
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504
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505
+
506
+ 2023-09-14 13:22:05,227 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
507
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509
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510
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513
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514
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515
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516
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517
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518
+ 2023-09-14 13:22:05,341 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-anthoscli-linux-x86_64-20230811080439.tar.gz HTTP/1.1" 200 71743762
519
+ 2023-09-14 13:22:06,146 INFO ___FILE_ONLY___ ═
520
+ 2023-09-14 13:22:06,149 INFO ___FILE_ONLY___ ═
521
+ 2023-09-14 13:22:06,151 INFO ___FILE_ONLY___ ═
522
+ 2023-09-14 13:22:06,154 INFO ___FILE_ONLY___ ═
523
+ 2023-09-14 13:22:06,156 INFO ___FILE_ONLY___ ═
524
+ 2023-09-14 13:22:06,159 INFO ___FILE_ONLY___ ═
525
+ 2023-09-14 13:22:06,161 INFO ___FILE_ONLY___ ═
526
+ 2023-09-14 13:22:06,164 INFO ___FILE_ONLY___ ═
527
+ 2023-09-14 13:22:06,166 INFO ___FILE_ONLY___ ═
528
+ 2023-09-14 13:22:06,169 INFO ___FILE_ONLY___ ═
529
+ 2023-09-14 13:22:06,172 INFO ___FILE_ONLY___ ═
530
+ 2023-09-14 13:22:06,174 INFO ___FILE_ONLY___ ═
531
+ 2023-09-14 13:22:06,177 INFO ___FILE_ONLY___ ═
532
+ 2023-09-14 13:22:06,179 INFO ___FILE_ONLY___ ═
533
+ 2023-09-14 13:22:06,182 INFO ___FILE_ONLY___ ═
534
+ 2023-09-14 13:22:06,184 INFO ___FILE_ONLY___ ═
535
+ 2023-09-14 13:22:06,187 INFO ___FILE_ONLY___ ═
536
+ 2023-09-14 13:22:06,189 INFO ___FILE_ONLY___ ═
537
+ 2023-09-14 13:22:06,192 INFO ___FILE_ONLY___ ═
538
+ 2023-09-14 13:22:06,194 INFO ___FILE_ONLY___ ═
539
+ 2023-09-14 13:22:06,197 INFO ___FILE_ONLY___ ═
540
+ 2023-09-14 13:22:06,199 INFO ___FILE_ONLY___ ═
541
+ 2023-09-14 13:22:06,202 INFO ___FILE_ONLY___ ═
542
+ 2023-09-14 13:22:06,204 INFO ___FILE_ONLY___ ═
543
+ 2023-09-14 13:22:06,207 INFO ___FILE_ONLY___ ═
544
+ 2023-09-14 13:22:06,210 INFO ___FILE_ONLY___ ═
545
+ 2023-09-14 13:22:06,212 INFO ___FILE_ONLY___ ═
546
+ 2023-09-14 13:22:06,215 INFO ___FILE_ONLY___ ═
547
+ 2023-09-14 13:22:06,218 INFO ___FILE_ONLY___ ═
548
+ 2023-09-14 13:22:06,220 INFO ___FILE_ONLY___ ═
549
+ 2023-09-14 13:22:08,385 INFO ___FILE_ONLY___ ══════════
550
+ 2023-09-14 13:22:08,390 INFO ___FILE_ONLY___ ═════════
551
+ 2023-09-14 13:22:08,416 INFO ___FILE_ONLY___ ═══════════
552
+ 2023-09-14 13:22:08,416 INFO ___FILE_ONLY___ ╝
553
+
554
+ 2023-09-14 13:22:08,436 INFO ___FILE_ONLY___ ╔═════════════════════════════════��══════════════════════════╗
555
+
556
+ 2023-09-14 13:22:08,437 INFO ___FILE_ONLY___ ╠═ Installing: anthoscli ═╣
557
+
558
+ 2023-09-14 13:22:08,437 INFO ___FILE_ONLY___ ╚
559
+ 2023-09-14 13:22:08,441 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
560
+ 2023-09-14 13:22:08,441 INFO ___FILE_ONLY___ ╝
561
+
562
+ 2023-09-14 13:22:08,443 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
563
+
564
+ 2023-09-14 13:22:08,443 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies ═╣
565
+
566
+ 2023-09-14 13:22:08,444 INFO ___FILE_ONLY___ ╚
567
+ 2023-09-14 13:22:08,447 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
568
+ 2023-09-14 13:22:08,629 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-deps-linux-x86_64-20210416153011.tar.gz HTTP/1.1" 200 104
569
+ 2023-09-14 13:22:08,630 INFO ___FILE_ONLY___ ══════════════════════════════
570
+ 2023-09-14 13:22:08,630 INFO ___FILE_ONLY___ ══════════════════════════════
571
+ 2023-09-14 13:22:08,631 INFO ___FILE_ONLY___ ╝
572
+
573
+ 2023-09-14 13:22:08,639 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
574
+
575
+ 2023-09-14 13:22:08,639 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
576
+
577
+ 2023-09-14 13:22:08,639 INFO ___FILE_ONLY___ ╚
578
+ 2023-09-14 13:22:08,639 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
579
+ 2023-09-14 13:22:08,639 INFO ___FILE_ONLY___ ══════════════════════════════
580
+ 2023-09-14 13:22:08,639 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
581
+ 2023-09-14 13:22:08,639 INFO ___FILE_ONLY___ ══════════════════════════════
582
+ 2023-09-14 13:22:08,640 INFO ___FILE_ONLY___ ╝
583
+
584
+ 2023-09-14 13:22:08,643 DEBUG root Updating notification cache...
585
+ 2023-09-14 13:22:08,644 INFO ___FILE_ONLY___
586
+
587
+ 2023-09-14 13:22:08,646 INFO ___FILE_ONLY___ Performing post processing steps...
588
+ 2023-09-14 13:22:08,646 DEBUG root Executing command: ['python3', '-S', '/tools/google-cloud-sdk/lib/gcloud.py', 'components', 'post-process']
589
+ 2023-09-14 13:22:32,705 DEBUG ___FILE_ONLY___
590
+ 2023-09-14 13:22:32,705 DEBUG ___FILE_ONLY___
591
+ 2023-09-14 13:22:32,932 INFO ___FILE_ONLY___
592
+ Update done!
593
+
594
+
595
+ 2023-09-14 13:22:32,936 DEBUG root Chosen display Format:none
596
+ 2023-09-14 13:22:32,936 INFO root Display format: "none"
.config/logs/2023.09.14/13.22.09.213761.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2023-09-14 13:22:09,214 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2023-09-14 13:22:09,217 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2023-09-14 13:22:09,219 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2023-09-14 13:22:32,575 DEBUG root Chosen display Format:none
5
+ 2023-09-14 13:22:32,575 INFO root Display format: "none"
.config/logs/2023.09.14/13.22.33.668588.log ADDED
@@ -0,0 +1,169 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2023-09-14 13:22:33,669 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2023-09-14 13:22:33,672 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2023-09-14 13:22:33,674 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2023-09-14 13:22:33,675 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2023-09-14 13:22:33,681 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2023-09-14 13:22:33,770 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 209937
8
+ 2023-09-14 13:22:33,786 WARNING root Component [compute] no longer exists.
9
+ 2023-09-14 13:22:33,786 WARNING root Component [preview] no longer exists.
10
+ 2023-09-14 13:22:33,787 INFO ___FILE_ONLY___
11
+
12
+ 2023-09-14 13:22:33,788 INFO ___FILE_ONLY___
13
+ Your current Google Cloud CLI version is: 446.0.0
14
+
15
+ 2023-09-14 13:22:33,788 INFO ___FILE_ONLY___ Installing components from version: 446.0.0
16
+
17
+ 2023-09-14 13:22:33,788 INFO ___FILE_ONLY___
18
+
19
+ 2023-09-14 13:22:33,788 DEBUG root Chosen display Format:table[box,title="These components will be removed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
20
+ 2023-09-14 13:22:33,789 DEBUG root Chosen display Format:table[box,title="These components will be updated."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
21
+ 2023-09-14 13:22:33,789 DEBUG root Chosen display Format:table[box,title="These components will be installed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
22
+ 2023-09-14 13:22:33,791 INFO ___FILE_ONLY___ ┌──────────────────────────────────────────────┐
23
+ 2023-09-14 13:22:33,791 INFO ___FILE_ONLY___
24
+
25
+ 2023-09-14 13:22:33,791 INFO ___FILE_ONLY___ │ These components will be installed. │
26
+ 2023-09-14 13:22:33,791 INFO ___FILE_ONLY___
27
+
28
+ 2023-09-14 13:22:33,791 INFO ___FILE_ONLY___ ├───────────────────────┬────────────┬─────────┤
29
+ 2023-09-14 13:22:33,791 INFO ___FILE_ONLY___
30
+
31
+ 2023-09-14 13:22:33,791 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
32
+ 2023-09-14 13:22:33,791 INFO ___FILE_ONLY___
33
+
34
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___ ├───────────────────────┼────────────┼─────────┤
35
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___
36
+
37
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___ │
38
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___ gcloud Alpha Commands
39
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___
40
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___ │
41
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___ 2023.09.08
42
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___
43
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___ │
44
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___ < 1 MiB
45
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___
46
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___ │
47
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___
48
+
49
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___ │
50
+ 2023-09-14 13:22:33,792 INFO ___FILE_ONLY___ gcloud Beta Commands
51
+ 2023-09-14 13:22:33,793 INFO ___FILE_ONLY___
52
+ 2023-09-14 13:22:33,793 INFO ___FILE_ONLY___ │
53
+ 2023-09-14 13:22:33,793 INFO ___FILE_ONLY___ 2023.09.08
54
+ 2023-09-14 13:22:33,793 INFO ___FILE_ONLY___
55
+ 2023-09-14 13:22:33,793 INFO ___FILE_ONLY___ │
56
+ 2023-09-14 13:22:33,793 INFO ___FILE_ONLY___ < 1 MiB
57
+ 2023-09-14 13:22:33,793 INFO ___FILE_ONLY___
58
+ 2023-09-14 13:22:33,793 INFO ___FILE_ONLY___ │
59
+ 2023-09-14 13:22:33,793 INFO ___FILE_ONLY___
60
+
61
+ 2023-09-14 13:22:33,793 INFO ___FILE_ONLY___ └───────────────────────┴────────────┴─────────┘
62
+ 2023-09-14 13:22:33,793 INFO ___FILE_ONLY___
63
+
64
+ 2023-09-14 13:22:33,793 INFO ___FILE_ONLY___
65
+
66
+ 2023-09-14 13:22:33,797 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
67
+ 2023-09-14 13:22:33,889 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1074395
68
+ 2023-09-14 13:22:33,921 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
69
+ https://cloud.google.com/sdk/release_notes
70
+
71
+
72
+ 2023-09-14 13:22:33,924 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
73
+
74
+ 2023-09-14 13:22:33,924 INFO ___FILE_ONLY___ ╠═ Creating update staging area ═╣
75
+
76
+ 2023-09-14 13:22:33,924 INFO ___FILE_ONLY___ ╚
77
+ 2023-09-14 13:22:33,924 INFO ___FILE_ONLY___ ══════
78
+ 2023-09-14 13:22:34,476 INFO ___FILE_ONLY___ ══════
79
+ 2023-09-14 13:22:34,476 INFO ___FILE_ONLY___ ══════
80
+ 2023-09-14 13:22:34,705 INFO ___FILE_ONLY___ ═
81
+ 2023-09-14 13:22:34,984 INFO ___FILE_ONLY___ ═
82
+ 2023-09-14 13:22:35,117 INFO ___FILE_ONLY___ ═
83
+ 2023-09-14 13:22:35,209 INFO ___FILE_ONLY___ ═
84
+ 2023-09-14 13:22:35,335 INFO ___FILE_ONLY___ ═
85
+ 2023-09-14 13:22:35,389 INFO ___FILE_ONLY___ ═
86
+ 2023-09-14 13:22:35,517 INFO ___FILE_ONLY___ ═
87
+ 2023-09-14 13:22:35,639 INFO ___FILE_ONLY___ ═
88
+ 2023-09-14 13:22:35,720 INFO ___FILE_ONLY___ ═
89
+ 2023-09-14 13:22:35,811 INFO ___FILE_ONLY___ ═
90
+ 2023-09-14 13:22:35,901 INFO ___FILE_ONLY___ ═
91
+ 2023-09-14 13:22:35,965 INFO ___FILE_ONLY___ ═
92
+ 2023-09-14 13:22:36,320 INFO ___FILE_ONLY___ ═
93
+ 2023-09-14 13:22:36,390 INFO ___FILE_ONLY___ ═
94
+ 2023-09-14 13:22:36,449 INFO ___FILE_ONLY___ ═
95
+ 2023-09-14 13:22:36,510 INFO ___FILE_ONLY___ ═
96
+ 2023-09-14 13:22:36,558 INFO ___FILE_ONLY___ ═
97
+ 2023-09-14 13:22:36,600 INFO ___FILE_ONLY___ ═
98
+ 2023-09-14 13:22:36,640 INFO ___FILE_ONLY___ ═
99
+ 2023-09-14 13:22:36,695 INFO ___FILE_ONLY___ ═
100
+ 2023-09-14 13:22:36,751 INFO ___FILE_ONLY___ ═
101
+ 2023-09-14 13:22:36,802 INFO ___FILE_ONLY___ ═
102
+ 2023-09-14 13:22:36,853 INFO ___FILE_ONLY___ ═
103
+ 2023-09-14 13:22:36,903 INFO ___FILE_ONLY___ ═
104
+ 2023-09-14 13:22:36,958 INFO ___FILE_ONLY___ ═
105
+ 2023-09-14 13:22:37,008 INFO ___FILE_ONLY___ ═
106
+ 2023-09-14 13:22:37,060 INFO ___FILE_ONLY___ ═
107
+ 2023-09-14 13:22:37,127 INFO ___FILE_ONLY___ ═
108
+ 2023-09-14 13:22:37,182 INFO ___FILE_ONLY___ ═
109
+ 2023-09-14 13:22:37,299 INFO ___FILE_ONLY___ ═
110
+ 2023-09-14 13:22:37,359 INFO ___FILE_ONLY___ ═
111
+ 2023-09-14 13:22:37,410 INFO ___FILE_ONLY___ ═
112
+ 2023-09-14 13:22:37,480 INFO ___FILE_ONLY___ ═
113
+ 2023-09-14 13:22:37,542 INFO ___FILE_ONLY___ ═
114
+ 2023-09-14 13:22:37,606 INFO ___FILE_ONLY___ ═
115
+ 2023-09-14 13:22:37,670 INFO ___FILE_ONLY___ ═
116
+ 2023-09-14 13:22:37,720 INFO ___FILE_ONLY___ ═
117
+ 2023-09-14 13:22:37,782 INFO ___FILE_ONLY___ ═
118
+ 2023-09-14 13:22:37,850 INFO ___FILE_ONLY___ ═
119
+ 2023-09-14 13:22:37,906 INFO ___FILE_ONLY___ ═
120
+ 2023-09-14 13:22:37,962 INFO ___FILE_ONLY___ ═
121
+ 2023-09-14 13:22:38,030 INFO ___FILE_ONLY___ ═
122
+ 2023-09-14 13:22:38,030 INFO ___FILE_ONLY___ ╝
123
+
124
+ 2023-09-14 13:22:40,182 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
125
+
126
+ 2023-09-14 13:22:40,182 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
127
+
128
+ 2023-09-14 13:22:40,182 INFO ___FILE_ONLY___ ╚
129
+ 2023-09-14 13:22:40,186 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
130
+ 2023-09-14 13:22:40,270 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20230908131923.tar.gz HTTP/1.1" 200 800
131
+ 2023-09-14 13:22:40,271 INFO ___FILE_ONLY___ ══════════════════════════════
132
+ 2023-09-14 13:22:40,273 INFO ___FILE_ONLY___ ══════════════════════════════
133
+ 2023-09-14 13:22:40,273 INFO ___FILE_ONLY___ ╝
134
+
135
+ 2023-09-14 13:22:40,282 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
136
+
137
+ 2023-09-14 13:22:40,282 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
138
+
139
+ 2023-09-14 13:22:40,282 INFO ___FILE_ONLY___ ╚
140
+ 2023-09-14 13:22:40,286 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
141
+ 2023-09-14 13:22:40,370 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20230908131923.tar.gz HTTP/1.1" 200 797
142
+ 2023-09-14 13:22:40,371 INFO ___FILE_ONLY___ ══════════════════════════════
143
+ 2023-09-14 13:22:40,372 INFO ___FILE_ONLY___ ══════════════════════════════
144
+ 2023-09-14 13:22:40,372 INFO ___FILE_ONLY___ ╝
145
+
146
+ 2023-09-14 13:22:40,380 INFO ___FILE_ONLY___ ��════════════════════════════════════════════════════════════╗
147
+
148
+ 2023-09-14 13:22:40,380 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
149
+
150
+ 2023-09-14 13:22:40,380 INFO ___FILE_ONLY___ ╚
151
+ 2023-09-14 13:22:40,381 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
152
+ 2023-09-14 13:22:40,381 INFO ___FILE_ONLY___ ══════════════════════════════
153
+ 2023-09-14 13:22:40,381 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
154
+ 2023-09-14 13:22:40,381 INFO ___FILE_ONLY___ ══════════════════════════════
155
+ 2023-09-14 13:22:40,381 INFO ___FILE_ONLY___ ╝
156
+
157
+ 2023-09-14 13:22:40,385 DEBUG root Updating notification cache...
158
+ 2023-09-14 13:22:40,385 INFO ___FILE_ONLY___
159
+
160
+ 2023-09-14 13:22:40,387 INFO ___FILE_ONLY___ Performing post processing steps...
161
+ 2023-09-14 13:22:40,388 DEBUG root Executing command: ['python3', '-S', '/tools/google-cloud-sdk/lib/gcloud.py', 'components', 'post-process']
162
+ 2023-09-14 13:23:05,386 DEBUG ___FILE_ONLY___
163
+ 2023-09-14 13:23:05,387 DEBUG ___FILE_ONLY___
164
+ 2023-09-14 13:23:05,426 INFO ___FILE_ONLY___
165
+ Update done!
166
+
167
+
168
+ 2023-09-14 13:23:05,429 DEBUG root Chosen display Format:none
169
+ 2023-09-14 13:23:05,430 INFO root Display format: "none"
.config/logs/2023.09.14/13.22.40.967663.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2023-09-14 13:22:40,968 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2023-09-14 13:22:40,970 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2023-09-14 13:22:40,972 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2023-09-14 13:23:05,226 DEBUG root Chosen display Format:none
5
+ 2023-09-14 13:23:05,227 INFO root Display format: "none"
.config/logs/2023.09.14/13.23.06.154072.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2023-09-14 13:23:06,156 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2023-09-14 13:23:06,185 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2023-09-14 13:23:06,188 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2023-09-14 13:23:06,189 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
5
+
6
+ 2023-09-14 13:23:06,190 DEBUG root Chosen display Format:default
7
+ 2023-09-14 13:23:06,191 INFO root Display format: "default"
8
+ 2023-09-14 13:23:06,191 DEBUG root SDK update checks are disabled.
.config/logs/2023.09.14/13.23.06.916289.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2023-09-14 13:23:06,918 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2023-09-14 13:23:06,946 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2023-09-14 13:23:06,949 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2023-09-14 13:23:06,950 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
6
+ 2023-09-14 13:23:06,951 DEBUG root Chosen display Format:default
7
+ 2023-09-14 13:23:06,952 INFO root Display format: "default"
8
+ 2023-09-14 13:23:06,953 DEBUG root SDK update checks are disabled.
.config/sample_data/README.md ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ This directory includes a few sample datasets to get you started.
2
+
3
+ * `california_housing_data*.csv` is California housing data from the 1990 US
4
+ Census; more information is available at:
5
+ https://developers.google.com/machine-learning/crash-course/california-housing-data-description
6
+
7
+ * `mnist_*.csv` is a small sample of the
8
+ [MNIST database](https://en.wikipedia.org/wiki/MNIST_database), which is
9
+ described at: http://yann.lecun.com/exdb/mnist/
10
+
11
+ * `anscombe.json` contains a copy of
12
+ [Anscombe's quartet](https://en.wikipedia.org/wiki/Anscombe%27s_quartet); it
13
+ was originally described in
14
+
15
+ Anscombe, F. J. (1973). 'Graphs in Statistical Analysis'. American
16
+ Statistician. 27 (1): 17-21. JSTOR 2682899.
17
+
18
+ and our copy was prepared by the
19
+ [vega_datasets library](https://github.com/altair-viz/vega_datasets/blob/4f67bdaad10f45e3549984e17e1b3088c731503d/vega_datasets/_data/anscombe.json).
.config/sample_data/anscombe.json ADDED
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+ [
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+ {"Series":"I", "X":10.0, "Y":8.04},
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+ {"Series":"I", "X":8.0, "Y":6.95},
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+ {"Series":"I", "X":6.0, "Y":7.24},
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+ {"Series":"I", "X":4.0, "Y":4.26},
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+ {"Series":"I", "X":12.0, "Y":10.84},
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+ {"Series":"I", "X":7.0, "Y":4.81},
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+ {"Series":"I", "X":5.0, "Y":5.68},
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+
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+ {"Series":"II", "X":13.0, "Y":8.74},
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+ {"Series":"II", "X":11.0, "Y":9.26},
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+ {"Series":"II", "X":7.0, "Y":7.26},
24
+ {"Series":"II", "X":5.0, "Y":4.74},
25
+
26
+ {"Series":"III", "X":10.0, "Y":7.46},
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+ {"Series":"III", "X":8.0, "Y":6.77},
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+ {"Series":"III", "X":13.0, "Y":12.74},
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+ {"Series":"III", "X":9.0, "Y":7.11},
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+ {"Series":"III", "X":11.0, "Y":7.81},
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+ {"Series":"III", "X":14.0, "Y":8.84},
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+ {"Series":"III", "X":4.0, "Y":5.39},
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+ {"Series":"III", "X":12.0, "Y":8.15},
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+ {"Series":"III", "X":7.0, "Y":6.42},
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+ {"Series":"III", "X":5.0, "Y":5.73},
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+
38
+ {"Series":"IV", "X":8.0, "Y":6.58},
39
+ {"Series":"IV", "X":8.0, "Y":5.76},
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+ {"Series":"IV", "X":8.0, "Y":7.71},
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+ {"Series":"IV", "X":8.0, "Y":8.84},
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+ {"Series":"IV", "X":8.0, "Y":8.47},
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+ {"Series":"IV", "X":8.0, "Y":7.04},
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+ {"Series":"IV", "X":8.0, "Y":5.25},
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+ {"Series":"IV", "X":19.0, "Y":12.50},
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+ {"Series":"IV", "X":8.0, "Y":5.56},
47
+ {"Series":"IV", "X":8.0, "Y":7.91},
48
+ {"Series":"IV", "X":8.0, "Y":6.89}
49
+ ]
.config/sample_data/california_housing_test.csv ADDED
The diff for this file is too large to render. See raw diff
 
.config/sample_data/california_housing_train.csv ADDED
The diff for this file is too large to render. See raw diff
 
.config/sample_data/mnist_test.csv ADDED
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.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ .config/sample_data/mnist_test.csv filter=lfs diff=lfs merge=lfs -text
37
+ .config/sample_data/mnist_train_small.csv filter=lfs diff=lfs merge=lfs -text
.github/workflows/update_space.yml ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: Run Python script
2
+
3
+ on:
4
+ push:
5
+ branches:
6
+ - main
7
+
8
+ jobs:
9
+ build:
10
+ runs-on: ubuntu-latest
11
+
12
+ steps:
13
+ - name: Checkout
14
+ uses: actions/checkout@v2
15
+
16
+ - name: Set up Python
17
+ uses: actions/setup-python@v2
18
+ with:
19
+ python-version: '3.9'
20
+
21
+ - name: Install Gradio
22
+ run: python -m pip install gradio
23
+
24
+ - name: Log in to Hugging Face
25
+ run: python -c 'import huggingface_hub; huggingface_hub.login(token="${{ secrets.hf_token }}")'
26
+
27
+ - name: Deploy to Spaces
28
+ run: gradio deploy
README.md CHANGED
@@ -1,12 +1,6 @@
1
  ---
2
  title: TTS
3
- emoji: 📊
4
- colorFrom: indigo
5
- colorTo: pink
6
  sdk: gradio
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  sdk_version: 3.44.3
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- app_file: app.py
9
- pinned: false
10
  ---
11
-
12
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
1
  ---
2
  title: TTS
3
+ app_file: app.py
 
 
4
  sdk: gradio
5
  sdk_version: 3.44.3
 
 
6
  ---
 
 
app.py ADDED
@@ -0,0 +1,135 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ import librosa
3
+ import numpy as np
4
+ import torch
5
+ import pyewts
6
+ import noisereduce as nr
7
+ def remove_repeated_words(text):
8
+ # Tokenize the input text into words
9
+ words = text.split()
10
+
11
+ # Create a dictionary to count word occurrences
12
+ word_count = {}
13
+
14
+ # Create a list to store the final words
15
+ new_words = []
16
+
17
+ for word in words:
18
+ # Check if the word is in the dictionary
19
+ if word in word_count:
20
+ # If it has occurred once before, add it to the list with a count of 2
21
+ if word_count[word] == 1:
22
+ new_words.append(word)
23
+ word_count[word] = 2
24
+ else:
25
+ # If it has not occurred before, add it to the dictionary with a count of 1
26
+ word_count[word] = 1
27
+ new_words.append(word)
28
+
29
+ # Join the modified words back into a string
30
+ result = ' '.join(new_words)
31
+ return result
32
+
33
+ # Example usage
34
+ input_text = " hi hi hi are you fine fine fine or not"
35
+ output_text = remove_repeated_words(input_text)
36
+ print(output_text)
37
+
38
+ from transformers import SpeechT5Processor, SpeechT5ForTextToSpeech, SpeechT5HifiGan
39
+
40
+ converter = pyewts.pyewts()
41
+ checkpoint = "TenzinGayche/TTS_run3_ep20_174k_b"
42
+ processor = SpeechT5Processor.from_pretrained(checkpoint)
43
+ model = SpeechT5ForTextToSpeech.from_pretrained(checkpoint)
44
+ model.to('cuda')
45
+ vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan")
46
+
47
+
48
+ speaker_embeddings = {
49
+ "Lhasa(female)": "female_2.npy",
50
+
51
+ }
52
+
53
+ replacements = [
54
+ ('_', '_'),
55
+ ('*', 'v'),
56
+ ('`', ';'),
57
+ ('~', ','),
58
+ ('+', ','),
59
+ ('\\', ';'),
60
+ ('|', ';'),
61
+ ('╚',''),
62
+ ('╗','')
63
+ ]
64
+ def cleanup_text(inputs):
65
+ for src, dst in replacements:
66
+ inputs = inputs.replace(src, dst)
67
+ return inputs
68
+ def predict(text, speaker):
69
+ if len(text.strip()) == 0:
70
+ return (16000, np.zeros(0).astype(np.int16))
71
+ text = converter.toWylie(text)
72
+ text=cleanup_text(text)
73
+ inputs = processor(text=text, return_tensors="pt")
74
+ # limit input length
75
+ input_ids = inputs["input_ids"]
76
+ input_ids = input_ids[..., :model.config.max_text_positions]
77
+ speaker_embedding = np.load(speaker_embeddings[speaker])
78
+ speaker_embedding = torch.tensor(speaker_embedding)
79
+ speech = model.generate_speech(input_ids.to('cuda'), speaker_embedding.to('cuda'), vocoder=vocoder.to('cuda'))
80
+ speech = nr.reduce_noise(y=speech.to('cpu'), sr=16000)
81
+ return (16000, speech)
82
+
83
+
84
+ title = "Tibetan TTS"
85
+
86
+ description = """
87
+ The <b>SpeechT5</b> model is pre-trained on text as well as speech inputs, with targets that are also a mix of text and speech.
88
+ By pre-training on text and speech at the same time, it learns unified representations for both, resulting in improved modeling capabilities.
89
+ """
90
+ article = """
91
+ <div style='margin:20px auto;'>
92
+ <p>References: <a href="https://arxiv.org/abs/2110.07205">SpeechT5 paper</a> |
93
+ <a href="https://github.com/microsoft/SpeechT5/">original GitHub</a> |
94
+ <a href="https://huggingface.co/mechanicalsea/speecht5-tts">original weights</a></p>
95
+ <pre>
96
+ @article{Ao2021SpeechT5,
97
+ title = {SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing},
98
+ author = {Junyi Ao and Rui Wang and Long Zhou and Chengyi Wang and Shuo Ren and Yu Wu and Shujie Liu and Tom Ko and Qing Li and Yu Zhang and Zhihua Wei and Yao Qian and Jinyu Li and Furu Wei},
99
+ eprint={2110.07205},
100
+ archivePrefix={arXiv},
101
+ primaryClass={eess.AS},
102
+ year={2021}
103
+ }
104
+ </pre>
105
+ <p>Speaker embeddings were generated from <a href="http://www.festvox.org/cmu_arctic/">CMU ARCTIC</a> using <a href="https://huggingface.co/mechanicalsea/speecht5-vc/blob/main/manifest/utils/prep_cmu_arctic_spkemb.py">this script</a>.</p>
106
+ </div>
107
+ """
108
+
109
+ examples = [
110
+ ["ད་དེ་ཚོ་འདི་བྱེད་དགོས་རེད་ ན་ཚ་ མ་ཡོང་སྔོན་ལ་ཁོ་རང་ལ་ཡང་ཁྱི་ཁོ་རང་ཁོ་ལ་ཡང་ཁབ་རྒྱག་ཡ་ཡོད་རེད། ཨུན་སྔོན་འགོག་དང་རཱབྷིསས་ཁབ་རྒྱག་ཡ་ཡོད་རེད་ད།", "Lhasa(female)"],
111
+ ["སྟོབས་ཆེན་རྒྱལ་ཁབ་ཉི་ཤུའི་ལྷན་ཚོགས་ཐོག་ལ་རྒྱ་ནག་གཞུང་གིས་བོད་ནང་རིག་གཞུང་རྩ་གཏོར་ཀྱི་སྲིད་བྱུས་ཁག་དཔར་རིས་ཐོག་ནས་ལས་འགུལ་སྤེལ་བའི་སྐོར འཇམ་དབྱངས་རྒྱ་མཚོ་ལགས་ཀྱིས་སྙན་སྒྲོན་གནང་གི་རེད།", "Lhasa(female)"],
112
+ ["དངོས་གནས་ལབ་དགོས་རཱ་ད། མི་དབུལ་པོ་དེ་ཚོ་ལ་ག་རེ་ལབ་དགོས་རེད། སྦྱིན་པ་གཏང་ཡ་ཡོད་རཱ། ���ུན། དེ་འདྲ་གི་ལས་འགུལ་དེ་འདྲའི་མང་པོ་བརྩམས་ཀི་འདུག་བ། དེ་ཚོ་ཡང་ངས་ཚད་ལས་བརྒལ་བའི་ཡག་པོ་རེད་དྲན་གི་འདུག། ", "Lhasa(female)"],
113
+ ["ཁོང་རྣམ་པ་ནི་སྤྱིར་བཏང་གི་གང་ཟག་ཅིག་མ་ཡིན་པར་མི་རབས་ནས་མི་རབས་རྒྱུད་པ་འཛིན་པའི་ནོར་བུ་ཡིན་ཞིང་། ", "Lhasa(female)"],
114
+ ["ཨ་ལེ། ཨེ་ནས་སྤྱིར་བཏང་ད་ང་ཚོ་ད་ལྟ་ཁྱེད་རང་གིས་དམིགས་ཡུལ་ད་གལ་ཆེན་པོ་བརྩིས་ནས། ཡ་ཡ་།།", "Lhasa(female)"],
115
+ ["འཕགས་པ་ཐུགས་རྗེ་ཆེན་པོ་སྤྲུལ་པའི་རྒྱལ་པོའི་ཚུལ་བཟུང།།", "Lhasa(female)"],
116
+ ["ད་དེ་ཚོ་འདི་བྱེད་དགོས་རེད་ ན་ཚ་ མ་ཡོང་སྔོན་ལ་ཁོ་རང་ལ་ཡང་ཁྱི་ཁོ་རང་ཁོ་ལ་ཡང་ཁབ་རྒྱག་ཡ་ཡོད་རེད། ཨུན་སྔོན་འགོག་དང་རཱབྷིསས་ཁབ་རྒྱག་ཡ་ཡོད་རེད་ད།", "Lhasa(female)"],
117
+ ]
118
+ gr.Interface(
119
+ fn=predict,
120
+ inputs=[
121
+ gr.Text(label="Input Text"),
122
+ gr.Radio(label="Speaker", choices=[
123
+ "Lhasa(female)",
124
+
125
+ ],
126
+ value="Lhasa(female)"),
127
+ ],
128
+ outputs=[
129
+ gr.Audio(label="Generated Speech", type="numpy"),
130
+ ],
131
+ title=title,
132
+ description=description,
133
+ article=article,
134
+ examples=examples,
135
+ ).launch(share=True,debug=True)
female_2.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:005023cf27c23281089eacc773279b8b93b500f9f1c1f162b62fefd1b6aeedbe
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+ size 3808
requirements.txt ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ librosa
2
+ numpy
3
+ pyewts
4
+ noisereduce
5
+ transformers
6
+ SentencePiece