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andrewbawitlung
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qwen3-asr-0.6b-mizonal3-E2-lus-v2026.06

Automatic Speech Recognition
TensorBoard
Safetensors
Lushai
qwen3_asr
Generated from Trainer
Eval Results (legacy)
Model card Files
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 Metrics Community
andrewbawitlung commited on
Commit
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Migrated Qwen3-ASR-0.6B/E2_Noise to root

Browse files
Files changed (19) hide show
  1. .gitattributes +1 -0
  2. README.md +69 -0
  3. added_tokens.json +64 -0
  4. chat_template.jinja +31 -0
  5. config.json +224 -0
  6. generation_config.json +8 -0
  7. logs/tensorboard/events.out.tfevents.1780855414.AESPANINGNING.42513.0 +3 -0
  8. merges.txt +0 -0
  9. metrics/prediction.csv +0 -0
  10. metrics/result.json +20 -0
  11. metrics/summary.json +26 -0
  12. metrics/training_logs.csv +44 -0
  13. model.safetensors +3 -0
  14. preprocessor_config.json +15 -0
  15. special_tokens_map.json +44 -0
  16. tokenizer.json +3 -0
  17. tokenizer_config.json +550 -0
  18. training_args.bin +3 -0
  19. vocab.json +0 -0
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,69 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ language:
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+ - lus
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+ license: apache-2.0
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+ base_model: Qwen/Qwen2-Audio-7B
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - andrewbawitlung/mizonal-v3
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: qwen3-asr-0.6b-mizonal3-E2-lus-v2026.06
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+ results:
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+ - task:
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+ name: Automatic Speech Recognition
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+ type: automatic-speech-recognition
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+ dataset:
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+ name: MiZonal v3
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+ type: andrewbawitlung/mizonal-v3
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+ config: default
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+ split: test
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+ metrics:
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+ - name: Wer
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+ type: wer
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+ value: 19.4954
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # qwen3-asr-0.6b-mizonal3-E2-lus-v2026.06
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+
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+ This model is a fine-tuned version of [Qwen/Qwen2-Audio-7B](https://huggingface.co/Qwen/Qwen2-Audio-7B) on the **MiZonal v3** dataset.
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+ Note: ~1 hour of conversational speech was added to this dataset version.
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+
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+ It achieves the following results on the evaluation set:
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+ - Wer: 19.4954
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+
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+ ## Model description
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+
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+ ### Experiment Configurations
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+ This repository is part of a series of experiments. The different configurations are:
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+ - **E1 (Baseline):** Standard training configuration.
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+ - **E2 (Noise):** Training with background noise augmentation.
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+ - **E3 (Speed):** Training with speed perturbation augmentation.
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+ - **E4 (SpecAug):** Training with SpecAugment (time and frequency masking).
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+ - **E5 (Combined):** Training with a combination of all augmentations.
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+
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+ ### All Models in this Family
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+ | Experiment | Hugging Face Repository |
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+ | :--- | :--- |
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+ | **E1 (Baseline)** | [andrewbawitlung/qwen3-asr-0.6b-mizonal3-E1-lus-v2026.06](https://huggingface.co/andrewbawitlung/qwen3-asr-0.6b-mizonal3-E1-lus-v2026.06) |
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+ | **E2 (Noise)** | [andrewbawitlung/qwen3-asr-0.6b-mizonal3-E2-lus-v2026.06](https://huggingface.co/andrewbawitlung/qwen3-asr-0.6b-mizonal3-E2-lus-v2026.06) |
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+ | **E3 (Speed)** | [andrewbawitlung/qwen3-asr-0.6b-mizonal3-E3-lus-v2026.06](https://huggingface.co/andrewbawitlung/qwen3-asr-0.6b-mizonal3-E3-lus-v2026.06) |
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+ | **E4 (SpecAug)** | [andrewbawitlung/qwen3-asr-0.6b-mizonal3-E4-lus-v2026.06](https://huggingface.co/andrewbawitlung/qwen3-asr-0.6b-mizonal3-E4-lus-v2026.06) |
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+ | **E5 (Combined)** | [andrewbawitlung/qwen3-asr-0.6b-mizonal3-E5-lus-v2026.06](https://huggingface.co/andrewbawitlung/qwen3-asr-0.6b-mizonal3-E5-lus-v2026.06) |
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ More information needed
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+ "<tts_text_bos>": 151672,
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+ "<tts_text_bos_single>": 151674,
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+ "<tts_text_eod>": 151673,
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+ "<|audio_end|>": 151670,
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+ "<|audio_pad|>": 151676,
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+ "<|audio_start|>": 151669,
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+ "<|box_end|>": 151649,
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+ "<|box_start|>": 151648,
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+ }
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+ {%- set ns = namespace(system_text="") -%}
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+ {%- for m in messages -%}
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+ {%- if m.role == 'system' -%}
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+ {%- if m.content is string -%}
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+ {%- set ns.system_text = ns.system_text + m.content -%}
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+ {%- else -%}
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+ {%- for c in m.content -%}
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+ {%- if c.type == 'text' and (c.text is defined) -%}
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+ {%- set ns.system_text = ns.system_text + c.text -%}
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+ {%- endif -%}
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+ {%- endfor -%}
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+ {%- endif -%}
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+ {%- endif -%}
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+ {%- endfor -%}
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+
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+ {%- set ns2 = namespace(audio_tokens="") -%}
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+ {%- for m in messages -%}
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+ {%- if m.content is not string -%}
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+ {%- for c in m.content -%}
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+ {%- if c.type == 'audio' or ('audio' in c) or ('audio_url' in c) -%}
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+ {%- set ns2.audio_tokens = ns2.audio_tokens + "<|audio_start|><|audio_pad|><|audio_end|>" -%}
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+ {%- endif -%}
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+ {%- endfor -%}
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+ {%- endif -%}
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+ {%- endfor -%}
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+
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+ {{- '<|im_start|>system\n' + (ns.system_text if ns.system_text is string else '') + '<|im_end|>\n' -}}
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+ {{- '<|im_start|>user\n' + ns2.audio_tokens + '<|im_end|>\n' -}}
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+ {%- if add_generation_prompt -%}
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+ {{- '<|im_start|>assistant\n' -}}
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+ {%- endif -%}
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+ {
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+ "Qwen3ASRForConditionalGeneration"
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+ ],
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+ "model_type": "qwen3_asr",
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+ "support_languages": [
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+ "Chinese",
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+ "English",
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+ "Cantonese",
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+ "Arabic",
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+ "German",
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+ "French",
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+ "Spanish",
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+ "Portuguese",
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+ "Indonesian",
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+ "Italian",
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+ "Korean",
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+ "Russian",
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+ "Thai",
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+ "Vietnamese",
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+ "Japanese",
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+ "Turkish",
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+ "Hindi",
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+ "Malay",
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+ "Dutch",
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+ "Swedish",
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+ "Danish",
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+ "Finnish",
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+ "Polish",
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+ "Czech",
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+ "Filipino",
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+ "Persian",
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+ "Greek",
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+ "Romanian",
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+ "Hungarian",
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+ "Macedonian"
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+ ],
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+ },
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+ "num_beams": 1,
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+ "num_hidden_layers": 28,
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+ "num_key_value_heads": 8,
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+ "use_cache": true,
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+ }
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