--- language: ["uz"] tags: - speech-to-text - automatic-speech-recognition - audio - uzbek task_categories: - automatic-speech-recognition task_ids: - speech-to-text license: "cc-by-4.0" datasets: - custom pretty_name: "Uzbek Speech-to-Text Dataset" --- # Uzbek Speech-to-Text Dataset ## Maqsad Ushbu dataset O‘zbekiston tilidagi nutqni matnga aylantirish (Speech-to-Text) bo‘yicha modellarni o‘qitish va baholash uchun yaratilgan. Bu dataset avtomatik nutqni aniqlash (ASR) texnologiyalarini rivojlantirish maqsadida ishlab chiqilgan. ## Strukturasi Dataset quyidagi tuzilishga ega: - **`audio/`**: Audio fayllar saqlanadigan papka. - **`meta.csv`**: Audio fayllar va ularga mos transkripsiyalarni bog‘lovchi meta fayl. - **Transkripsiyalar**: Har bir audio fayl uchun to‘g‘ri yozilgan matn. ### `meta.csv` Fayl Tuzilishi | id | path | sentence | | --- | --------------------------------- | --------------------------------- | | 1 | audio/audio_0001/00000001.wav | Bolalar maydonchalari qurilgan. | | 2 | audio/audio_0002/00000002.wav | Ro‘yxatni Matiz boshqarmoqda. | ## Foydalanish Datasetni yuklab olish va ishlatish uchun quyidagi kodni ishlating: ```python from datasets import load_dataset # Datasetni yuklash dataset = load_dataset("username/dataset-name") # Train qismidagi birinchi yozuvni ko‘rsatish print(dataset["train"][0]) # Audio faylni o‘qish va tinglash audio = dataset["train"][0]["audio"]["array"] print("Audio:", audio)