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README.md
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---
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license: cc-by-4.0
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---
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license: cc-by-4.0
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language:
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- mk
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base_model:
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- openai/whisper-large-v3
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---
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# Fine-tuned whisper-large-v3 model for speech recognition in Macedonian
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Authors:
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1. Dejan Porjazovski
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2. Ilina Jakimovska
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3. Ordan Chukaliev
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4. Nikola Stikov
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This collaboration is part of the activities of the Center for Advanced Interdisciplinary Research (CAIR) at UKIM.
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## Data used for training
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In training of the model, we used the following data sources:
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1. Digital Archive for Ethnological and Anthropological Resources (DAEAR) at the Institutе of Ethnology and Anthropology, PMF, UKIM.
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2. Audio version of the international journal "EthnoAnthropoZoom" at the Institutе of Ethnology and Anthropology, PMF, UKIM.
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3. The podcast "Обични луѓе" by Ilina Jakimovska.
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4. The scientific videos from the series "Наука за деца", foundation KANTAROT.
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5. Macedonian version of the Mozilla Common Voice (version 18).
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## Usage
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When using this model, make sure that your speech input is sampled at 16kHz.
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