Upload fine-tuned v1

README.md

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+---
+license: apache-2.0
+language:
+  - ja
+  - en
+library_name: transformers
+base_model: Qwen/Qwen3-ASR-1.7B
+pipeline_tag: automatic-speech-recognition
+tags:
+  - automatic-speech-recognition
+  - asr
+  - japanese
+  - qwen3-asr
+  - speech
+  - audio
+---
+
+# Japanese Proper-Noun Fine-tuned Qwen3-ASR
+
+A fine-tuned checkpoint of [`Qwen/Qwen3-ASR-1.7B`](https://huggingface.co/Qwen/Qwen3-ASR-1.7B) optimized for Japanese automatic speech recognition.
+
+This variant is specifically trained to improve recognition of Japanese proper nouns, organization names, product names, service names, and kanji-heavy expressions that general-purpose ASR models tend to mistranscribe.
+
+## Intended Use
+
+Designed for Japanese ASR tasks requiring accurate transcription of:
+
+- Proper nouns (people, places, organizations)
+- Difficult or uncommon kanji spellings
+- Company and product names
+- Mixed Japanese/English technical terminology
+
+### Example Normalizations
+
+| Spoken (katakana) | Expected output |
+| ----------------- | --------------- |
+| ジェミニ          | `Gemini`        |
+| アンスロピック    | `Anthropic`     |
+| ノートブックLM    | `NotebookLM`    |
+
+## Model Details
+
+|                       |                                              |
+| --------------------- | -------------------------------------------- |
+| **Base model**        | `Qwen/Qwen3-ASR-1.7B`                        |
+| **Task**              | Automatic speech recognition                 |
+| **Language**          | Japanese (ja), English (en)                  |
+| **Fine-tuning focus** | Japanese proper nouns & technical vocabulary |
+
+## Quickstart
+
+Install the runtime package:
+
+```bash
+pip install -U qwen-asr
+```
+
+Transcribe a local audio file:
+
+```python
+import torch
+from qwen_asr import Qwen3ASRModel
+
+model = Qwen3ASRModel.from_pretrained(
+    "neosophie/Qwen3-ASR-1.7B-JA",
+    dtype=torch.bfloat16,
+    device_map="cuda:0",
+)
+
+results = model.transcribe(audio="/path/to/audio.wav")
+
+print(results[0].language)
+print(results[0].text)
+```
+
+## Acknowledgments
+
+- [Qwen3-ASR-1.7B](https://huggingface.co/Qwen/Qwen3-ASR-1.7B) — base model by Alibaba Cloud