Automatic Speech Recognition
Transformers
PyTorch
JAX
Safetensors
whisper
audio
hf-asr-leaderboard
Eval Results
Instructions to use openai/whisper-large-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use openai/whisper-large-v3 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="openai/whisper-large-v3")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq processor = AutoProcessor.from_pretrained("openai/whisper-large-v3") model = AutoModelForSpeechSeq2Seq.from_pretrained("openai/whisper-large-v3", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Whisper openai vs hugging face question
#185 opened over 1 year ago
by
Sin2pi
what are the limits for Whisper here?
#184 opened over 1 year ago
by
vendeza
Rename README.md to README.mdwas könnte die Ursache für Kopf- und Nackenschmerzen Blutdruckschwankungen Papillenödem und übelkeit sein
1
#183 opened over 1 year ago
by
Oskar000
getting an error trying to extract word-level timestamps
#182 opened over 1 year ago
by
SphinxKing
Download error. Manually specifying the catalog with models.
#181 opened over 1 year ago
by
Incrediblecat
Can I use a CLI of it? Just found this project, no experience with AI, just want to convert audio speech to text
#180 opened over 1 year ago
by
vitaly-zdanevich
Upload AUD-20250217-WA0001.m4a
#179 opened over 1 year ago
by
Gerald02
Extract words with timestamps
#178 opened over 1 year ago
by
codingyash
Working example on Mac M-series
#177 opened over 1 year ago
by
pajikos
[badcase report] observe significant recognition errors on an example of libri_light dataset.
#176 opened over 1 year ago
by
lawlict
Upload audio1477337879.m4a
#175 opened over 1 year ago
by
Elena9292
Multi task finetuning (transcribe and translate)
#174 opened almost 2 years ago
by
Phil-AB
SegmentAnything Ultra V2
1
#173 opened almost 2 years ago
by
didi4725
How to freeze layers and fine tuning
5
#172 opened almost 2 years ago
by
Sarwg
Challenges in Distinguishing Similar Phonemes (e.g., 'B' and 'V') in License Plate Speech Recognition Using Whisper-Large Model
#171 opened almost 2 years ago
by
dylanewbie
Inference on fine-tuned whisper-large-v3 is not working, but is working on pre-trained model and whisper-medium
#169 opened almost 2 years ago
by
ivabojic
🚩 Report: Not working
#168 opened almost 2 years ago
by
ednsinf
Speech recognition broken down by speakers
👀 1
7
#167 opened almost 2 years ago
by
tur0kmag
the chinese training data of the model is contaminated
2
#165 opened almost 2 years ago
by
bookwoods123
Specify language for transcribing with HuggingFace API
7
#164 opened almost 2 years ago
by
mikealexx
Isolate search for a single language
#163 opened almost 2 years ago
by
edyrkaj
Whisper-GUI
2
#162 opened about 2 years ago
by
PrensCin
How to get SRT file as output
👀👍 2
2
#161 opened about 2 years ago
by
dinesh-001
whisper large v3 turbo
2
#160 opened about 2 years ago
by
deepdml
Missing spaces between chunks in longform fine tune outputs & importance of tokenizer.json
1
#159 opened about 2 years ago
by
saj-bot
Update README.md
1
#158 opened about 2 years ago
by
Ironajijiul11
What is the accuracy of the model? Why can't I fine-tune when I set the accuracy to FP16?
1
#157 opened about 2 years ago
by
chengligen
Help for absolute AI beginners
2
#156 opened about 2 years ago
by
TobiasKuch
Single word transcription for a audio file with ~1.5m frames
#155 opened about 2 years ago
by
KevalRx
how to get n-best list generated by Whisper.
1
#153 opened about 2 years ago
by deleted
Hugging Face Model Deployment and Library Dependency Issues
#152 opened about 2 years ago
by
NeuraFusionAI
Issue - Internal Server Error (Serverless API)
#151 opened about 2 years ago
by
tushar310
how many GPU memory do I need to finetune largeV3
4
#150 opened about 2 years ago
by
lanejohn
Better output in INT8
1
#149 opened about 2 years ago
by
aney
how to translate model ( whisper-small ) to pt file (small.pt)?
5
#146 opened about 2 years ago
by
lihenan1996
how to get the same output result format from the pipeline as we get from the open ai whisper?
➕ 2
#145 opened about 2 years ago
by
aheed911
الأصدقاء
1
#142 opened about 2 years ago
by
monir2006
Add Urdu (Pakistan) language speech to text detection
1
#141 opened about 2 years ago
by
AamirFarooq
whisper segments
#138 opened over 2 years ago
by
world-of-ai
Git repository or how to instructions on downloading and using the model
#137 opened over 2 years ago
by
J-PROGRAMMER
Rename README.md to wangdaoqi
#136 opened over 2 years ago
by
dqoqi
Hyperparams optimization with LoRA on Whisper
#135 opened over 2 years ago
by
luigimontaleone
Rename README.md to Quaranthuit
1
#134 opened over 2 years ago
by
Etaduri
Update README.md
#133 opened over 2 years ago
by
MMXXMM
Is it possible to set/output segments as in Open AI's API? For example avg_threshold,temperature,compression_ratio.
#132 opened over 2 years ago
by
rodosabbath
list index out of range with word level timestamps
3
#131 opened over 2 years ago
by
mkvbn
YOU ARE HYPOCRITES!
🧠👍 4
3
#129 opened over 2 years ago
by
jawad1347
Set temperature and prompt possible?
1
#128 opened over 2 years ago
by
jeffuli755
Issue when trying to run Whisper offline from locally saved pretrained model
4
#125 opened over 2 years ago
by
georgis-agent