khanhld3
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[test] init
Browse files- .DS_Store +0 -0
- README.md +6 -4
- dataset.tsv +15 -0
.DS_Store
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README.md
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@@ -81,12 +81,14 @@ model-index:
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---
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<a name = "description" ></a>
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### Model Description
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**ChunkFormer-Large-Vie** is a large-scale Vietnamese Automatic Speech Recognition (ASR) model based on the innovative **ChunkFormer** architecture, introduced at **ICASSP 2025**. The model has been fine-tuned on approximately **2000 hours** of Vietnamese speech data sourced from diverse datasets.
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---
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<a name = "implementation" ></a>
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### Documentation and Implementation
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The [
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---
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<a name = "benchmark" ></a>
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2. **Download the Model Checkpoint from Hugging Face**
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```bash
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git lfs install
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git clone https://huggingface.co/khanhld/chunkformer-large-
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```
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This will download the model checkpoint to the checkpoints folder inside your chunkformer directory.
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3. **Run the model**
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```bash
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python decode.py \
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--model_checkpoint path/to/chunkformer-large-
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--long_form_audio path/to/long_audio.wav \
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--chunk_size 64 \
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--left_context_size 128 \
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---
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<a name = "description" ></a>
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### Model Description
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**ChunkFormer-Large-Vie** is a large-scale Vietnamese Automatic Speech Recognition (ASR) model based on the innovative **ChunkFormer** architecture, introduced at **ICASSP 2025**. The model has been fine-tuned on approximately **2000 hours** of public Vietnamese speech data sourced from diverse datasets. A list of datasets can be found [**HERE**](dataset.tsv).
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**!!! Please note that only the train-subset was used for tuning the model.**
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---
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<a name = "implementation" ></a>
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### Documentation and Implementation
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The [Documentation](#) and [Implementation](#) of ChunkFormer are publicly available.
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---
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<a name = "benchmark" ></a>
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2. **Download the Model Checkpoint from Hugging Face**
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```bash
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git lfs install
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git clone https://huggingface.co/khanhld/chunkformer-large-vie
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```
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This will download the model checkpoint to the checkpoints folder inside your chunkformer directory.
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3. **Run the model**
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```bash
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python decode.py \
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--model_checkpoint path/to/chunkformer-large-vie \
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--long_form_audio path/to/long_audio.wav \
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--chunk_size 64 \
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--left_context_size 128 \
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dataset.tsv
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data Estimated hour Link
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AILAB-VNUHCM/vivos 15 https://huggingface.co/datasets/AILAB-VNUHCM/vivos
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doof-ferb/vlsp2020_vinai_100h 100 https://huggingface.co/datasets/doof-ferb/vlsp2020_vinai_100h
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doof-ferb/fpt_fosd 100 https://huggingface.co/datasets/doof-ferb/fpt_fosd
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doof-ferb/infore1_25hours 25 https://huggingface.co/datasets/doof-ferb/infore1_25hours
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linhtran92/viet_bud500 500 https://huggingface.co/datasets/linhtran92/viet_bud500
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doof-ferb/LSVSC 100 https://huggingface.co/datasets/doof-ferb/LSVSC
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doof-ferb/vais1000 2 https://huggingface.co/datasets/doof-ferb/vais1000
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doof-ferb/VietMed_labeled 3 https://huggingface.co/datasets/doof-ferb/VietMed_labeled
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NhutP/VSV-1100 1100 https://huggingface.co/datasets/NhutP/VSV-1100
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doof-ferb/Speech-MASSIVE_vie 1 https://huggingface.co/datasets/doof-ferb/Speech-MASSIVE_vie
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doof-ferb/BibleMMS_vie 1 https://huggingface.co/datasets/doof-ferb/BibleMMS_vie
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capleaf/viVoice 1000 https://huggingface.co/datasets/capleaf/viVoice
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linhtran92/viet_youtube_asr_corpus_v2 100 https://huggingface.co/datasets/linhtran92/viet_youtube_asr_corpus_v2
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