Datasets:

Aashish17405
/

my-audio-dataset

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:

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:

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.