From 6d1a6c604095d497069662fb540a1b09e0235cfb Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 28 May 2026 10:22:22 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: nguyenvulebinh/wav2vec2-base-vietnamese-250h Source: Original Platform --- .gitattributes | 27 ++ CC-BY-NC-SA-4.0.txt | 437 +++++++++++++++++++++++++++++++++ README.md | 142 +++++++++++ audio-test/t1_0001-00010.wav | Bin 0 -> 119724 bytes audio-test/t1_utt000000042.wav | Bin 0 -> 76844 bytes audio-test/t2_0000006682.wav | Bin 0 -> 49644 bytes config.json | 78 ++++++ preprocessor_config.json | 9 + pytorch_model.bin | 3 + special_tokens_map.json | 1 + tokenizer_config.json | 1 + vi_lm_4grams.bin.zip | 3 + vocab.json | 1 + 13 files changed, 702 insertions(+) create mode 100644 .gitattributes create mode 100644 CC-BY-NC-SA-4.0.txt create mode 100644 README.md create mode 100644 audio-test/t1_0001-00010.wav create mode 100644 audio-test/t1_utt000000042.wav create mode 100644 audio-test/t2_0000006682.wav create mode 100644 config.json create mode 100644 preprocessor_config.json create mode 100644 pytorch_model.bin create mode 100644 special_tokens_map.json create mode 100644 tokenizer_config.json create mode 100644 vi_lm_4grams.bin.zip create mode 100644 vocab.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6d34772 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,27 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zstandard filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text diff --git a/CC-BY-NC-SA-4.0.txt b/CC-BY-NC-SA-4.0.txt new file mode 100644 index 0000000..d60efe4 --- /dev/null +++ b/CC-BY-NC-SA-4.0.txt @@ -0,0 +1,437 @@ +Attribution-NonCommercial-ShareAlike 4.0 International + +======================================================================= + +Creative Commons Corporation ("Creative Commons") is not a law firm and +does not provide legal services or legal advice. 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For +the avoidance of doubt, this paragraph does not form part of the +public licenses. + +Creative Commons may be contacted at creativecommons.org. diff --git a/README.md b/README.md new file mode 100644 index 0000000..3206234 --- /dev/null +++ b/README.md @@ -0,0 +1,142 @@ +--- +language: vi +datasets: +- vlsp +- vivos +tags: +- audio +- automatic-speech-recognition +license: cc-by-nc-4.0 +widget: +- example_title: VLSP ASR 2020 test T1 + src: https://huggingface.co/nguyenvulebinh/wav2vec2-base-vietnamese-250h/raw/main/audio-test/t1_0001-00010.wav +- example_title: VLSP ASR 2020 test T1 + src: https://huggingface.co/nguyenvulebinh/wav2vec2-base-vietnamese-250h/raw/main/audio-test/t1_utt000000042.wav +- example_title: VLSP ASR 2020 test T2 + src: https://huggingface.co/nguyenvulebinh/wav2vec2-base-vietnamese-250h/raw/main/audio-test/t2_0000006682.wav +model-index: +- name: Vietnamese end-to-end speech recognition using wav2vec 2.0 by VietAI + results: + - task: + name: Speech Recognition + type: automatic-speech-recognition + dataset: + name: Common Voice vi + type: common_voice + args: vi + metrics: + - name: Test WER + type: wer + value: 11.52 + - task: + name: Speech Recognition + type: automatic-speech-recognition + dataset: + name: VIVOS + type: vivos + args: vi + metrics: + - name: Test WER + type: wer + value: 6.15 +--- + +# Vietnamese end-to-end speech recognition using wav2vec 2.0 + +[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/vietnamese-end-to-end-speech-recognition/speech-recognition-on-common-voice-vi)](https://paperswithcode.com/sota/speech-recognition-on-common-voice-vi?p=vietnamese-end-to-end-speech-recognition) + +[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/vietnamese-end-to-end-speech-recognition/speech-recognition-on-vivos)](https://paperswithcode.com/sota/speech-recognition-on-vivos?p=vietnamese-end-to-end-speech-recognition) + + +[Facebook's Wav2Vec2](https://ai.facebook.com/blog/wav2vec-20-learning-the-structure-of-speech-from-raw-audio/) + +### Model description + +[Our models](https://huggingface.co/nguyenvulebinh/wav2vec2-base-vietnamese-250h) are pre-trained on 13k hours of Vietnamese youtube audio (un-label data) and fine-tuned on 250 hours labeled of [VLSP ASR dataset](https://vlsp.org.vn/vlsp2020/eval/asr) on 16kHz sampled speech audio. + +We use [wav2vec2 architecture](https://ai.facebook.com/blog/wav2vec-20-learning-the-structure-of-speech-from-raw-audio/) for the pre-trained model. Follow wav2vec2 paper: + +>For the first time that learning powerful representations from speech audio alone followed by fine-tuning on transcribed speech can outperform the best semi-supervised methods while being conceptually simpler. + +For fine-tuning phase, wav2vec2 is fine-tuned using Connectionist Temporal Classification (CTC), which is an algorithm that is used to train neural networks for sequence-to-sequence problems and mainly in Automatic Speech Recognition and handwriting recognition. + +| Model | #params | Pre-training data | Fine-tune data | +|---|---|---|---| +| [base]((https://huggingface.co/nguyenvulebinh/wav2vec2-base-vietnamese-250h)) | 95M | 13k hours | 250 hours | + +In a formal ASR system, two components are required: acoustic model and language model. Here ctc-wav2vec fine-tuned model works as an acoustic model. For the language model, we provide a [4-grams model](https://huggingface.co/nguyenvulebinh/wav2vec2-base-vietnamese-250h/blob/main/vi_lm_4grams.bin.zip) trained on 2GB of spoken text. + +Detail of training and fine-tuning process, the audience can follow [fairseq github](https://github.com/pytorch/fairseq/tree/master/examples/wav2vec) and [huggingface blog](https://huggingface.co/blog/fine-tune-wav2vec2-english). + +### Benchmark WER result: + +| | [VIVOS](https://ailab.hcmus.edu.vn/vivos) | [COMMON VOICE VI](https://paperswithcode.com/dataset/common-voice) | [VLSP-T1](https://vlsp.org.vn/vlsp2020/eval/asr) | [VLSP-T2](https://vlsp.org.vn/vlsp2020/eval/asr) | +|---|---|---|---|---| +|without LM| 10.77 | 18.34 | 13.33 | 51.45 | +|with 4-grams LM| 6.15 | 11.52 | 9.11 | 40.81 | + + +### Example usage + +When using the model make sure that your speech input is sampled at 16Khz. Audio length should be shorter than 10s. Following the Colab link below to use a combination of CTC-wav2vec and 4-grams LM. + +[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1pVBY46gSoWer2vDf0XmZ6uNV3d8lrMxx?usp=sharing) + + +```python +from transformers import Wav2Vec2Processor, Wav2Vec2ForCTC +from datasets import load_dataset +import soundfile as sf +import torch + +# load model and tokenizer +processor = Wav2Vec2Processor.from_pretrained("nguyenvulebinh/wav2vec2-base-vietnamese-250h") +model = Wav2Vec2ForCTC.from_pretrained("nguyenvulebinh/wav2vec2-base-vietnamese-250h") + +# define function to read in sound file +def map_to_array(batch): + speech, _ = sf.read(batch["file"]) + batch["speech"] = speech + return batch + +# load dummy dataset and read soundfiles +ds = map_to_array({ + "file": 'audio-test/t1_0001-00010.wav' +}) + +# tokenize +input_values = processor(ds["speech"], return_tensors="pt", padding="longest").input_values # Batch size 1 + +# retrieve logits +logits = model(input_values).logits + +# take argmax and decode +predicted_ids = torch.argmax(logits, dim=-1) +transcription = processor.batch_decode(predicted_ids) + ``` + +### Model Parameters License + +The ASR model parameters are made available for non-commercial use only, under the terms of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license. You can find details at: https://creativecommons.org/licenses/by-nc/4.0/legalcode + +### Citation + +[![CITE](https://zenodo.org/badge/DOI/10.5281/zenodo.5356039.svg)](https://github.com/vietai/ASR) + +```text +@misc{Thai_Binh_Nguyen_wav2vec2_vi_2021, + author = {Thai Binh Nguyen}, + doi = {10.5281/zenodo.5356039}, + month = {09}, + title = {{Vietnamese end-to-end speech recognition using wav2vec 2.0}}, + url = {https://github.com/vietai/ASR}, + year = {2021} +} +``` +**Please CITE** our repo when it is used to help produce published results or is incorporated into other software. + +# Contact + +nguyenvulebinh@gmail.com / binh@vietai.org + +[![Follow](https://img.shields.io/twitter/follow/nguyenvulebinh?style=social)](https://twitter.com/intent/follow?screen_name=nguyenvulebinh) \ No newline at end of file diff --git a/audio-test/t1_0001-00010.wav b/audio-test/t1_0001-00010.wav new file mode 100644 index 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