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README.md

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-license: other
-license_name: aplux-model-farm-license
-license_link: https://aiot.aidlux.com/api/v1/files/license/model_farm_license_en.pdf
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+---
+license: other
+license_name: aplux-model-farm-license
+license_link: https://aiot.aidlux.com/api/v1/files/license/model_farm_license_en.pdf
+---
+
+![](https://aiot.aidlux.com/_next/image?url=%2Fapi%2Fv1%2Ffiles%2Fmodel%2Fcover%2F20250326113143__20250326191619.png&w=640&q=75)
+
+## Whisper-Small-En: ASR
+
+Whisper-Small-En, developed by OpenAI, is a mid-sized English speech recognition model based on the Transformer architecture, scaling up parameters (~307M) beyond Tiny and Base versions to enhance transcription accuracy and contextual comprehension. It enables high-precision real-time speech-to-text conversion, multilingual translation, and voice command analysis, trained on extensive multimodal data to handle accents, background noise, and domain-specific terminology. Ideal for scenarios demanding reliability, such as professional meetings, medical dictation, legal documentation, or live multilingual translation, it balances efficiency and performance on mid-tier GPUs or cloud platforms. Challenges include managing long audio sequences, minimizing real-time latency, and optimizing computational resource allocation.
+
+### Source model
+
+- Input shape: [1x80x3000],[[1x1],[1x1],[12x12x64x1500],[12x12x1500x64],[12x12x64x224],[12x12x224x64]]
+- Number of parameters: 102M, 139M
+- Model size: 390M, 531M
+- Output shape: [[12x12x64x1500],[12x12x1500x64]],[[1x1x51864],[12x12x64x224],[12x12x224x64]]
+
+The source model can be found [here](https://github.com/openai/whisper/tree/main) 
+
+## Performance Reference
+
+Please search model by model name in [Model Farm](https://aiot.aidlux.com/en/models)
+
+## Inference & Model Conversion
+
+Please search model by model name in [Model Farm](https://aiot.aidlux.com/en/models)
+
+## License
+
+- Source Model: [MIT](https://github.com/openai/whisper/blob/main/LICENSE)
+
+- Deployable Model: [APLUX-MODEL-FARM-LICENSE](https://aiot.aidlux.com/api/v1/files/license/model_farm_license_en.pdf)