Commit
•
0112cb4
0
Parent(s):
Duplicate from Systran/faster-whisper-large-v3
Browse filesCo-authored-by: Nguyen Dang Chuan <nguyendc@users.noreply.huggingface.co>
- .gitattributes +35 -0
- README.md +141 -0
- config.json +240 -0
- model.bin +3 -0
- preprocessor_config.json +14 -0
- tokenizer.json +0 -0
- vocabulary.json +0 -0
.gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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language:
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- en
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- zh
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- de
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- es
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- ru
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- ko
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- fr
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- ja
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- pt
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- tr
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- pl
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- ca
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- nl
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- ar
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- sv
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- it
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- id
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- hi
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- fi
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- vi
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- he
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- uk
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- el
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- ms
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- cs
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- ro
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- da
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- hu
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- ta
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- 'no'
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- th
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- ur
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- hr
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- bg
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- lt
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- la
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- mi
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- ml
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- cy
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- sk
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- te
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- fa
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- lv
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- bn
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- sr
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- az
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- sl
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- kn
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- et
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- mk
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- br
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- eu
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- is
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- hy
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- ne
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- mn
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- bs
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- kk
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- sq
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- sw
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- gl
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- mr
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- pa
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- si
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- km
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- sn
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- yo
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- so
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- af
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- oc
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- ka
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- be
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- tg
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- sd
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- gu
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- am
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- yi
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- lo
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- uz
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- fo
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- ht
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- ps
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- tk
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- nn
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- mt
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- sa
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- lb
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- my
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- bo
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- tl
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- mg
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- as
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- tt
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- haw
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- ln
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- ha
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- ba
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- jw
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- su
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- yue
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tags:
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- audio
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- automatic-speech-recognition
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license: mit
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library_name: ctranslate2
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---
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# Whisper large-v3 model for CTranslate2
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This repository contains the conversion of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) to the [CTranslate2](https://github.com/OpenNMT/CTranslate2) model format.
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This model can be used in CTranslate2 or projects based on CTranslate2 such as [faster-whisper](https://github.com/systran/faster-whisper).
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## Example
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```python
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from faster_whisper import WhisperModel
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model = WhisperModel("large-v3")
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segments, info = model.transcribe("audio.mp3")
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for segment in segments:
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print("[%.2fs -> %.2fs] %s" % (segment.start, segment.end, segment.text))
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```
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## Conversion details
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The original model was converted with the following command:
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```
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ct2-transformers-converter --model openai/whisper-large-v3 --output_dir faster-whisper-large-v3 \
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--copy_files tokenizer.json preprocessor_config.json --quantization float16
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```
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Note that the model weights are saved in FP16. This type can be changed when the model is loaded using the [`compute_type` option in CTranslate2](https://opennmt.net/CTranslate2/quantization.html).
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## More information
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**For more information about the original model, see its [model card](https://huggingface.co/openai/whisper-large-v3).**
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config.json
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{
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"alignment_heads": [
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[
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"suppress_ids": [
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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"suppress_ids_begin": [
|
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|
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]
|
240 |
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}
|
model.bin
ADDED
@@ -0,0 +1,3 @@
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|
|
|
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|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:69f74147e3334731bc3a76048724833325d2ec74642fb52620eda87352e3d4f1
|
3 |
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size 3087284237
|
preprocessor_config.json
ADDED
@@ -0,0 +1,14 @@
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|
|
|
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|
|
|
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|
|
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|
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|
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|
|
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|
|
|
|
|
1 |
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{
|
2 |
+
"chunk_length": 30,
|
3 |
+
"feature_extractor_type": "WhisperFeatureExtractor",
|
4 |
+
"feature_size": 128,
|
5 |
+
"hop_length": 160,
|
6 |
+
"n_fft": 400,
|
7 |
+
"n_samples": 480000,
|
8 |
+
"nb_max_frames": 3000,
|
9 |
+
"padding_side": "right",
|
10 |
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"padding_value": 0.0,
|
11 |
+
"processor_class": "WhisperProcessor",
|
12 |
+
"return_attention_mask": false,
|
13 |
+
"sampling_rate": 16000
|
14 |
+
}
|
tokenizer.json
ADDED
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See raw diff
|
|
vocabulary.json
ADDED
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See raw diff
|
|