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{
"model_type": "zenvision",
"architecture": "multimodal",
"version": "1.0.0",
"components": {
"whisper": {
"model_name": "openai/whisper-large-v2",
"size_gb": 1.5,
"task": "automatic-speech-recognition",
"languages": 90
},
"bert": {
"model_name": "bert-base-multilingual-cased",
"size_mb": 400,
"task": "text-embeddings",
"languages": 104
},
"sentiment": {
"model_name": "cardiffnlp/twitter-roberta-base-sentiment-latest",
"size_mb": 200,
"task": "sentiment-analysis",
"accuracy": 0.94
},
"emotion": {
"model_name": "j-hartmann/emotion-english-distilroberta-base",
"size_mb": 300,
"task": "emotion-detection",
"emotions": ["joy", "sadness", "anger", "fear", "surprise", "disgust", "neutral"]
},
"translation": {
"model_name": "Helsinki-NLP/opus-mt-en-mul",
"size_mb": 500,
"task": "translation",
"language_pairs": 10
}
},
"total_size_gb": 3.2,
"supported_languages": [
"en", "es", "fr", "de", "it", "pt",
"zh", "ja", "ko", "ru", "ar", "hi"
],
"output_formats": ["srt", "vtt", "json"],
"performance": {
"transcription_accuracy": {
"en": 0.972,
"es": 0.958,
"fr": 0.945,
"de": 0.931,
"it": 0.948,
"pt": 0.952
},
"processing_speed": {
"cpu_i7": "0.3x real-time",
"gpu_rtx3080": "2.1x real-time",
"gpu_rtx4090": "3.8x real-time"
}
},
"requirements": {
"python": ">=3.8",
"ram_gb": 8,
"storage_gb": 5,
"gpu": "optional (CUDA compatible)"
},
"license": "MIT",
"authors": ["ZenVision Team"],
"contact": "team@zenvision.ai"
} |