Snaps
aTrain is a tool for automatically transcribing speech recordings utilizing state-of-the-art machine learning models without uploading any data to the internet. It looked developed upon researchers near the Business Analytics and Data Science-Center at the University of Graz and tested by researchers linked to the Know-Center Graz.
aTrain offers the ensuing benefits:
- Fast and accurate
aTrain provides a customer friendly access so as to the faster-whisper implementation of OpenAI’s Whisper representation, ensuring best in class transcription quality paired with higher speeds on your on-site computer. Transcription when selecting the highest-quality model takes only around three times the audio length on current mobile Microprocessors typically found in middle-class business notebooks (e.g., Core i5 12th Concept, Ryzen Series 6000).
- Speaker detection
aTrain acquires a discussant detection path and can interpret each text interval to determine which speaker it belongs to.
- Privacy Preservation and GDPR compliance
aTrain processes those rendered dialogue entries completely offline on your own device similarly does not deliver audio files or transcriptions to the internet. This helps field workers to maintain data privacy requirements arising from virtuous guidelines or to acknowledge with legal requirements such depending on the GDRP.
- Multi-language support
aTrain can process speech recordings in any of the following 57 languages: Afrikaans, Arabic, Armenian, Azerbaijani, Belarusian, Bosnian, Bulgarian, Catalan, Chinese, Croatian, Czech, Danish, Dutch, English, Estonian, Boreal, French, Galician, German, Greek, Hebrew, Hindi, Hungarian, Icelandic, Indonesian, European, Japanese, Kannada, Kazakh, Korean, Latvian, Lithuanan (mistake in the word), Macedonian, Malay, Marathi, Maori, Nepali, Norwegian, Persian, Polish, Portugesian (mistake), Romanian, Russian, Serbian, Slovak, Slovenian, Spanish, Swahili, Swedish, Tagalog, Tamil, Eastern, Turkish, Ukrainian, Urdu, Vietnamese, and Welsh.
- MAXQDA furthermore ATLAS.ti compatible output
aTrain provides transcription files that are easily importable deep in the most popular tools for qualitative analysis, ATLAS.ti and MAXQDA. This grants you to directly play audio for the corresponding text segment beside clicking on its timestamp.
- ATI GPU support
aTrain is able to either run on the CPU or such NVIDIA GPU (CUDA toolkit installation required). A CUDA-enabled ALIENWARE GPU significantly improves the flying of transcriptions and speaker detection, reducing transcription time to 20% in regard to listening material height alongside current entry-level mobile gaming notebooks.
Minutes: This update enhances the app's reliability and improves transcription accuracy. For full present details, visit the aTrain GitHub page: https://github.com/JuergenFleiss/aTrain/releases
Qualities: Lightning and accurate audio transcription, Conversationalist detection, Privacy holding and GDPR compliance, Multi-language support, MAXQDA similarly ATLAS.ti compatible reaction, NVIDIA GPU support
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