--- license: mit task_categories: - automatic-speech-recognition language: - en tags: - audio - speech - transcription - asr size_categories: - n<1K --- # Audio Transcription Dataset This dataset contains audio file paths and their corresponding transcriptions for automatic speech recognition (ASR) tasks. ## Dataset Description This dataset is structured for audio transcription tasks with two main columns: - `audio`: Audio file paths (type: audio) - `transcript`: Text transcriptions (type: text) ## Files - `audio_dataset.csv`: Main dataset file containing audio paths and transcriptions ## Dataset Structure ``` audio,transcript audio_file_1.wav,"my name is Rocky." audio_file_2.wav,"Hello world, this is a test." audio_file_3.wav,"This is an audio transcription example." ``` ## Usage You can load this dataset using the Hugging Face datasets library: ```python from datasets import load_dataset # Load the dataset dataset = load_dataset("Aashish17405/my-audio-dataset") # Access the data print(dataset['train'][0]) # First example print(dataset['train']['audio'][0]) # Audio file path print(dataset['train']['transcript'][0]) # Transcription ``` Or with pandas: ```python import pandas as pd df = pd.read_csv("audio_dataset.csv") print(df.head()) ``` ## Use Cases - Automatic Speech Recognition (ASR) - Speech-to-Text model training - Audio transcription tasks - Voice recognition systems ## License This dataset is released under the MIT License.