Instructions to use Audio8/ARK-ASR-3B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Audio8/ARK-ASR-3B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="Audio8/ARK-ASR-3B", trust_remote_code=True)# Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("Audio8/ARK-ASR-3B", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Will you upload the ARK-ASR-3B (Transformers native) version?
There is an issue with the trust_remote_code=True path!The expected correct outcome was to transcribe and generate Japanese subtitles, but the final result was garbled text! It involved at least 15 different languages!It's exactly the same issue I ran into while using another ASR model!https://huggingface.co/CohereLabs/cohere-transcribe-03-2026/discussions/28
Loading ARK-ASR-3B model from C:\Users\supervip.cache\huggingface\hub\models--AutoArk-AI--ARK-ASR-3B\snapshots\1e28271b79edc97635783bea65abc89195a09ed3...
Loading weights: 100%|โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ| 926/926 [00:00<00:00, 3131.44it/s]
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ไธไธๅ็
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ใใฎๆใฎใ็คผใ่จใใใใ ใ
3
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ano fujima
san nara kou
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chou
desu kedo ah
5
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ใ็ฒใๆงใง
ใ ็ทๅใฎ็ถพๅทใงใ
6
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ๆฐใใๅๆใ็งใซๆฅใใใง
7
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ใใใใพใใใใ.
8
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็ดๆฅๆธกใใฎใๆฑบใพใใชใฎใงใง
9
00:01:28,472 --> 00:01:29,844
ใ็ใใ็ฝฎใใฆใใพใใใใ
10
00:01:29,844 --> 00:01:32,799
ใฉใใใใงใใใๅคงไธๅคซใงใ
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ใพใๆๆฅใใพใ
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ใ่ฆชๅใซใ
ใใใจใใใใใพใ
13
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sasajima
shi ni
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sumimasen.
ๆฐใใๅๅบใๆธกใใซๆฅใพใใ
15
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ใใกใใซๅใๅ
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16
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ใในใซใซใญใฉใใฆใใใ
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thank you
very much. ๆฏ็
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hi.
19
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was a new
employee, a
20
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kawa aiko. so
21
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็งใฎๆฉไบบใงใ
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ใจไฟบใใใใ
ใฃใใใงใ ๆดชๆป๏ผไฝ
23
00:03:09,599 --> 00:03:11,800
ใใใใไฟบใฏๅฅใซ
24
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ๆไปฌ้ฝๅจๅ you c
an. yeah.
25
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ใ่ฆใคใใก
ใใฃใ nanyo
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ใใฎๅ่ฉฑใใใงใ
ใๆญฃไธใฎ็ตๅฉ็ธๆ Oh.
27
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hong kong
28
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three
more i see
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็นใใใชใใๅใใใฆใใใ
ใใชใใ่ฆใคใใใใ
30
00:04:11,599 --> 00:04:18,000
ใใฎ ็ทๆง็ต้จใใชใใใใง
ใพใใใง็ฐกๅใซ่ฝใกใใ
31
00:04:20,000 --> 00:04:26,500
็งใฎๆกไปถใๅฎ็งใซ
ใฏใชใขใใฆใใใ ใใญ ้ฝ
32
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jimi suki
33
00:04:35,899 --> 00:04:38,000
ไปใซใ้
ๅถ่
ใฏใใใใ ใใฉ
34
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้่ฟไป็็ๆฅ
35
00:04:43,500 --> 00:04:44,935
ใใฆใญใใฏใฎ่ฉฑใซใใใจๅฎถๆ
36
00:04:44,935 --> 00:04:46,370
ใฎไผ่ฉฑใจใใง้ฃฒใฟไผใซใฏใปใจ
37
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ใใฉๅๅ ใใชใใฟใใ
38
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ใงใ้ๅ ดใชใใฆใใชใใงใใญ
39
00:05:02,399 --> 00:05:04,500
ใใใฏใใ ใฎ
ใซใ ใใฉใผใธใฅใชใใ ใ
40
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what do you
41
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ๆฌๆฐใงๅฅฝใใซใชใใใใชใใ
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itadakimasu.
I got some.
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ใ็ฒใๆงใงใ
44
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yeah
45
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ๅคงใใใใฎใใใชใใงใ ใต
ใใใจใใใใใพใใ
46
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yeah.
as you saw
47
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ๆผ้ฃฏไธ็ทใซใฉใใใช
48
00:05:51,399 --> 00:05:54,800
ไปไบใฎ่ฉฑใใ
ใฃใใใใใใ ่ฎฉๆฑ
49
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what is it
50
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ใใใใใชใใ
51
00:06:00,399 --> 00:06:01,995
้จ็ฝฒใ้ใฃใฆใใญไธๅฟไธๅธใจ
52
00:06:01,995 --> 00:06:03,590
้จไธใ ใใใฉในใกใณใใฟใใ
53
00:06:03,590 --> 00:06:05,800
ใซใชใฃใฆใๅฐใใ
54
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thank you.
i don't know
55
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or the
Hi, we are working on the transformers integration PR ;). Please stay tuned.