2026-03-08 10:34:51,077 INFO Found 2620 FLAC files in data/librispeech/LibriSpeech/test-clean
2026-03-08 10:35:13,915 INFO   Loaded 500/2000 samples
2026-03-08 10:35:38,312 INFO   Loaded 1000/2000 samples
2026-03-08 10:36:09,065 INFO   Loaded 1500/2000 samples
2026-03-08 10:36:39,609 INFO   Loaded 2000/2000 samples
2026-03-08 10:36:39,609 INFO Loaded 2000 audio samples at 16000Hz
2026-03-08 10:36:39,618 INFO Loading model: wav2vec2-base (facebook/wav2vec2-base)
2026-03-08 10:36:44,532 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-base/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
2026-03-08 10:36:44,544 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/facebook/wav2vec2-base/0b5b8e868dd84f03fd87d01f9c4ff0f080fecfe8/config.json "HTTP/1.1 200 OK"
2026-03-08 10:36:44,557 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/facebook/wav2vec2-base/0b5b8e868dd84f03fd87d01f9c4ff0f080fecfe8/config.json "HTTP/1.1 200 OK"
2026-03-08 10:36:44,763 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-base/resolve/main/model.safetensors "HTTP/1.1 404 Not Found"
2026-03-08 10:36:44,970 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-base/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found"
2026-03-08 10:36:45,177 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-base/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found"
Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
2026-03-08 10:36:45,178 WARNING Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
2026-03-08 10:36:45,391 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/wav2vec2-base/xet-read-token/0b5b8e868dd84f03fd87d01f9c4ff0f080fecfe8 "HTTP/1.1 200 OK"
2026-03-08 10:36:50,028 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-base/resolve/main/model.safetensors "HTTP/1.1 404 Not Found"
2026-03-08 10:36:50,434 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/wav2vec2-base "HTTP/1.1 200 OK"

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2026-03-08 10:36:50,657 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/wav2vec2-base/commits/main "HTTP/1.1 200 OK"
2026-03-08 10:36:50,884 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/wav2vec2-base/discussions?p=0 "HTTP/1.1 200 OK"
Wav2Vec2Model LOAD REPORT from: facebook/wav2vec2-base
Key                          | Status     |  | 
-----------------------------+------------+--+-
project_q.weight             | UNEXPECTED |  | 
quantizer.weight_proj.bias   | UNEXPECTED |  | 
project_q.bias               | UNEXPECTED |  | 
project_hid.weight           | UNEXPECTED |  | 
project_hid.bias             | UNEXPECTED |  | 
quantizer.weight_proj.weight | UNEXPECTED |  | 
quantizer.codevectors        | UNEXPECTED |  | 

Notes:
- UNEXPECTED	:can be ignored when loading from different task/architecture; not ok if you expect identical arch.
2026-03-08 10:36:51,115 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/wav2vec2-base/commits/refs%2Fpr%2F11 "HTTP/1.1 200 OK"
2026-03-08 10:36:51,325 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-base/resolve/refs%2Fpr%2F11/model.safetensors.index.json "HTTP/1.1 404 Not Found"
2026-03-08 10:36:51,537 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-base/resolve/refs%2Fpr%2F11/model.safetensors "HTTP/1.1 302 Found"
2026-03-08 10:36:51,734 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/wav2vec2-base/xet-read-token/f30924bbbfbf6058e04aab549531ea55c74928d0 "HTTP/1.1 200 OK"
2026-03-08 10:36:56,889 INFO   Processed 200/2000 samples
2026-03-08 10:37:01,368 INFO   Processed 400/2000 samples
2026-03-08 10:37:05,643 INFO   Processed 600/2000 samples
2026-03-08 10:37:09,742 INFO   Processed 800/2000 samples
2026-03-08 10:37:14,053 INFO   Processed 1000/2000 samples
2026-03-08 10:37:18,000 INFO   Processed 1200/2000 samples
2026-03-08 10:37:22,054 INFO   Processed 1400/2000 samples
2026-03-08 10:37:25,902 INFO   Processed 1600/2000 samples
2026-03-08 10:37:29,576 INFO   Processed 1800/2000 samples
2026-03-08 10:37:33,184 INFO   Processed 2000/2000 samples
2026-03-08 10:37:33,206 INFO Saved wav2vec2-base: shape=torch.Size([2000, 768])
2026-03-08 10:37:33,211 INFO Loading model: wav2vec2-large (facebook/wav2vec2-large)
2026-03-08 10:37:33,494 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-large/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
2026-03-08 10:37:33,512 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/facebook/wav2vec2-large/312b2410566b698c7a649068d413b2067848bd75/config.json "HTTP/1.1 200 OK"
2026-03-08 10:37:33,727 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-large/resolve/main/model.safetensors "HTTP/1.1 404 Not Found"
2026-03-08 10:37:33,979 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-large/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found"
2026-03-08 10:37:34,188 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-large/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found"
2026-03-08 10:37:34,405 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/wav2vec2-large/xet-read-token/312b2410566b698c7a649068d413b2067848bd75 "HTTP/1.1 200 OK"
2026-03-08 10:37:49,451 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-large/resolve/main/model.safetensors "HTTP/1.1 404 Not Found"

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2026-03-08 10:37:50,026 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/wav2vec2-large "HTTP/1.1 200 OK"
2026-03-08 10:37:50,245 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/wav2vec2-large/commits/main "HTTP/1.1 200 OK"
Wav2Vec2Model LOAD REPORT from: facebook/wav2vec2-large
Key                          | Status     |  | 
-----------------------------+------------+--+-
project_q.weight             | UNEXPECTED |  | 
quantizer.weight_proj.bias   | UNEXPECTED |  | 
project_q.bias               | UNEXPECTED |  | 
project_hid.weight           | UNEXPECTED |  | 
project_hid.bias             | UNEXPECTED |  | 
quantizer.weight_proj.weight | UNEXPECTED |  | 
quantizer.codevectors        | UNEXPECTED |  | 

Notes:
- UNEXPECTED	:can be ignored when loading from different task/architecture; not ok if you expect identical arch.
2026-03-08 10:37:50,470 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/wav2vec2-large/discussions?p=0 "HTTP/1.1 200 OK"
2026-03-08 10:37:50,703 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/wav2vec2-large/commits/refs%2Fpr%2F2 "HTTP/1.1 200 OK"
2026-03-08 10:37:50,909 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-large/resolve/refs%2Fpr%2F2/model.safetensors.index.json "HTTP/1.1 404 Not Found"
2026-03-08 10:37:51,135 INFO HTTP Request: HEAD https://huggingface.co/facebook/wav2vec2-large/resolve/refs%2Fpr%2F2/model.safetensors "HTTP/1.1 302 Found"
2026-03-08 10:37:51,340 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/wav2vec2-large/xet-read-token/d29691513177c1d16ecc62dc98bc84228436ab70 "HTTP/1.1 200 OK"
2026-03-08 10:38:01,825 INFO   Processed 200/2000 samples
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2026-03-08 10:39:31,346 INFO   Processed 2000/2000 samples
2026-03-08 10:39:31,369 INFO Saved wav2vec2-large: shape=torch.Size([2000, 1024])
2026-03-08 10:39:31,382 INFO Loading model: hubert-base (facebook/hubert-base-ls960)
2026-03-08 10:39:31,612 INFO HTTP Request: HEAD https://huggingface.co/facebook/hubert-base-ls960/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
2026-03-08 10:39:31,626 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/facebook/hubert-base-ls960/dba3bb02fda4248b6e082697eee756de8fe8aa8a/config.json "HTTP/1.1 200 OK"
2026-03-08 10:39:31,650 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/facebook/hubert-base-ls960/dba3bb02fda4248b6e082697eee756de8fe8aa8a/config.json "HTTP/1.1 200 OK"
2026-03-08 10:39:31,864 INFO HTTP Request: HEAD https://huggingface.co/facebook/hubert-base-ls960/resolve/main/model.safetensors "HTTP/1.1 404 Not Found"
2026-03-08 10:39:32,075 INFO HTTP Request: HEAD https://huggingface.co/facebook/hubert-base-ls960/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found"
2026-03-08 10:39:32,282 INFO HTTP Request: HEAD https://huggingface.co/facebook/hubert-base-ls960/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found"
2026-03-08 10:39:32,489 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/hubert-base-ls960/xet-read-token/dba3bb02fda4248b6e082697eee756de8fe8aa8a "HTTP/1.1 200 OK"
2026-03-08 10:39:37,102 INFO HTTP Request: HEAD https://huggingface.co/facebook/hubert-base-ls960/resolve/main/model.safetensors "HTTP/1.1 404 Not Found"

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2026-03-08 10:39:37,537 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/hubert-base-ls960/commits/main "HTTP/1.1 200 OK"
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2026-03-08 10:40:30,677 INFO HTTP Request: GET https://huggingface.co/api/models/facebook/hubert-large-ll60k/discussions?p=0 "HTTP/1.1 200 OK"
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2026-03-08 10:42:16,057 INFO Loading model: whisper-base (openai/whisper-base)
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2026-03-08 10:42:20,916 INFO HTTP Request: HEAD https://huggingface.co/openai/whisper-base/resolve/main/processor_config.json "HTTP/1.1 404 Not Found"
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2026-03-08 11:09:19,344 INFO HTTP Request: HEAD https://huggingface.co/openai/whisper-small/resolve/main/processor_config.json "HTTP/1.1 404 Not Found"
2026-03-08 11:09:19,553 INFO HTTP Request: HEAD https://huggingface.co/openai/whisper-small/resolve/main/preprocessor_config.json "HTTP/1.1 307 Temporary Redirect"
2026-03-08 11:09:19,567 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/openai/whisper-small/973afd24965f72e36ca33b3055d56a652f456b4d/preprocessor_config.json "HTTP/1.1 200 OK"
2026-03-08 11:09:19,581 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/openai/whisper-small/973afd24965f72e36ca33b3055d56a652f456b4d/preprocessor_config.json "HTTP/1.1 200 OK"
2026-03-08 11:11:56,748 INFO   Processed 200/2000 samples
2026-03-08 11:14:28,803 INFO   Processed 400/2000 samples
2026-03-08 11:17:03,188 INFO   Processed 600/2000 samples
2026-03-08 11:19:22,395 INFO   Processed 800/2000 samples
2026-03-08 11:21:41,449 INFO   Processed 1000/2000 samples
2026-03-08 11:24:08,194 INFO   Processed 1200/2000 samples
2026-03-08 11:26:44,735 INFO   Processed 1400/2000 samples
2026-03-08 11:29:16,635 INFO   Processed 1600/2000 samples
2026-03-08 11:31:58,161 INFO   Processed 1800/2000 samples
2026-03-08 11:34:32,737 INFO   Processed 2000/2000 samples
2026-03-08 11:34:32,762 INFO Saved whisper-small: shape=torch.Size([2000, 768])
2026-03-08 11:34:32,780 INFO Done! Audio features saved to data/audio_features