MultilingualTranscriptionDataset

tags: Transcription, LanguageProcessing, Multilingual

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'MultilingualTranscriptionDataset' is a curated collection of text transcriptions from various audio recordings. Each transcription is provided in multiple languages, emphasizing the diversity and complexity of language processing. This dataset aims to assist in developing machine learning models for automated transcription services that cater to a multilingual audience. The dataset includes diverse accents, dialects, and spoken nuances to ensure the robustness of transcription models. The dataset is structured to support tasks such as automatic speech recognition (ASR), sentiment analysis, and language detection, among others. The 'label' column in the dataset is used to categorize the audio recordings based on their primary purpose, such as 'Interview', 'News Broadcast', 'Conference Call', 'Educational Content', and 'Personal Dialogue'.

CSV Content Preview:

"audio_id","transcription","label"
"audio001","La secuencia original del registro fue perdida. No quedó nada para transcribir.","Interview"
"audio002","Это было невероятно хорошо. Я впечатлился за качество рекомендаций.","News Broadcast"
"audio003","Он произносил по-языку, который был для меня совершенно незнакомым.","Educational Content"
"audio004","Este es el discurso de apertura de nuestra reunión de hoy.","Conference Call"
"audio005","Talking about my daily routine is always so fun.","Personal Dialogue"
"audio006","La versión original del evento se ha perdido. Solo hay audios grabados.","News Broadcast"
"audio007","This technology is truly amazing.","Personal Dialogue"
"audio008","El congreso se llevó a cabo en español y inglés.","Conference Call"
"audio009","Nuestra historia se remonta a más de cien años.","Educational Content"
"audio010","Such a pleasure to speak with you.","Personal Dialogue"

This CSV preview represents a small sample from the 'MultilingualTranscriptionDataset'. Each row includes an audio ID, a transcription in one or more languages, and a label indicating the primary context of the audio recording. The dataset covers a variety of scenarios and languages to enhance the versatility of transcription models.

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'Transcription':

• Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Transcription&dataset=MultilingualTranscriptionDataset&tags=Transcription,+LanguageProcessing,+Multilingual
• Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
• More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub