help@rskworld.in +91 93305 39277
RSK World
  • Home
  • Development
    • Web Development
    • Mobile Apps
    • Software
    • Games
    • Project
  • Technologies
    • Data Science
    • AI Development
    • Cloud Development
    • Blockchain
    • Cyber Security
    • Dev Tools
    • Testing Tools
  • About
  • Contact

Theme Settings

Color Scheme
Display Options
Font Size
100%

Speech Recognition Dataset

Comprehensive Speech Recognition dataset with 5,000+ labeled audio files for training speech-to-text and voice recognition models. Includes audio recordings with accurate text transcripts, 50 unique speakers, preprocessed features (MFCC, spectrograms, mel-frequency), and Python scripts for model training. Compatible with TensorFlow, PyTorch, Librosa, RNN/LSTM models, and deep learning frameworks. Interactive demo, audio player, and analytics dashboard included. Perfect for speech recognition, voice commands, audio AI research, and speech-to-text applications.

Speech Recognition Audio AI Ready Machine Learning Download TensorFlow & PyTorch 5,000+ Audio Files Python Scripts Librosa Ready
Download Free Source Code Live Demo RSK View Files
Speech Recognition Dataset - RSK World
Speech Recognition Dataset - RSK World
Speech Recognition Audio AI Machine Learning 5,000+ Files Python TensorFlow Ready

This project features a comprehensive Speech Recognition dataset designed for professional audio AI, speech-to-text, and voice recognition applications. The dataset includes 5,000+ labeled audio files with transcripts, 50 unique speakers, and preprocessed features (MFCC, spectrograms, mel-frequency). Includes powerful Python scripts: load_dataset.py for dataset loading, preprocess.py for feature extraction (MFCC, mel spectrograms, chroma features), train_model.py for RNN/LSTM model training, and example_usage.py for quick start examples. The package includes interactive demo website with audio player, analytics dashboard, comprehensive README.md, and MIT License. Perfect for data scientists, researchers, students, and developers working on speech recognition, voice commands, audio AI research, and speech-to-text applications.

If you find this Speech Recognition Dataset useful, you can support with a small contribution.

Secure Fast Trusted
Pay via UPI QR
Scan or tap an amount to auto-generate
UPI QR
₹
Open UPI app
GPay PhonePe Paytm
Download Free Source Code

Dataset Overview

Complete speech recognition dataset with 5,000+ labeled audio files for audio AI and machine learning.

  • 5,000+ labeled audio files
  • 50 unique speakers
  • ~100 hours total duration
  • WAV and MP3 formats
  • 16 kHz sample rate
  • Audio with text transcripts
  • Various audio lengths
  • Diverse accents and genders
  • High-quality recordings
  • Balanced speaker distribution
  • Perfect for speech recognition & ML training

Dataset Structure & Files

Well-organized folder structure with audio files, features, metadata, and transcripts.

  • data/audio/ - Audio files (WAV/MP3)
  • data/features/ - Pre-extracted features
  • data/metadata.csv - Dataset metadata
  • data/transcripts.json - Text transcripts
  • scripts/ - Python utilities
  • notebooks/ - Jupyter notebooks
  • models/ - Trained models
  • Consistent naming convention
  • Easy to load with librosa
  • TensorFlow/PyTorch ready format
  • MFCC features preprocessed

Machine Learning Training

Complete training pipeline with support for RNN/LSTM models and deep learning frameworks.

  • RNN/LSTM model training
  • TensorFlow/Keras support
  • PyTorch compatibility
  • MFCC feature extraction
  • Mel spectrogram features
  • Chroma features extraction
  • Batch processing support
  • Model checkpointing
  • Performance metrics report
  • Hyperparameter tuning
  • Model export & persistence

Multiple File Formats

Dataset available in multiple formats for maximum compatibility with different audio processing tools and frameworks.

  • WAV format (uncompressed audio)
  • MP3 format (compressed audio)
  • JSON format with metadata
  • CSV format for metadata
  • Librosa compatible
  • NumPy array format
  • Easy format conversion
  • 16 kHz sample rate
  • Standard audio formats
  • Feature files in NumPy
  • Compatible with all audio libraries

Analysis & Visualization

Comprehensive analysis tools with visualization capabilities and interactive audio explorer.

  • Interactive Audio Explorer
  • Speaker distribution charts
  • Audio waveform visualization
  • Spectrogram visualization
  • MFCC feature plots
  • Duration histogram
  • Performance benchmarking
  • Model comparison tools
  • HTML report generation
  • Export visualization images
  • Analytics Dashboard

Compatible Frameworks

Works with all major audio AI and deep learning frameworks out of the box.

  • TensorFlow/Keras
  • PyTorch deep learning
  • Librosa audio processing
  • NumPy numerical computing
  • scikit-learn ML library
  • pandas data manipulation
  • matplotlib visualization
  • Jupyter Notebook support
  • RNN/LSTM models
  • CNN for spectrograms
  • Sequence-to-sequence models

What You Get

Complete package with all files needed for professional speech recognition projects.

  • 5,000+ labeled audio files
  • Python utility scripts
  • load_dataset.py - Dataset loader
  • preprocess.py - Feature extraction
  • train_model.py - Model training
  • example_usage.py - Quick start
  • Jupyter notebook exploration
  • Interactive demo website
  • Audio player integration
  • Feature extraction pipeline
  • Complete documentation

Interactive Demo Website

Beautiful demo website with audio explorer, live audio player, analytics dashboard, and comprehensive guide.

  • Modern animated design
  • Interactive Audio Explorer
  • Live Audio Player
  • Analytics Dashboard
  • Filter by speaker
  • Waveform visualization
  • Speaker distribution charts
  • Performance metrics display
  • Step-by-step usage guide
  • Dark theme with gradients
  • Fully responsive layout

Python Scripts Included

Professional Python scripts for dataset loading, feature extraction, and model training.

  • load_dataset.py - Dataset loading & statistics
  • preprocess.py - MFCC & feature extraction
  • train_model.py - RNN/LSTM model training
  • example_usage.py - Quick start examples
  • augmentation.py - Audio augmentation
  • evaluate_model.py - Model evaluation
  • transformer_model.py - Transformer training
  • Batch processing support
  • Feature extraction pipeline
  • Model training utilities
  • Complete code examples

Dataset Features

Comprehensive audio dataset with multiple speakers and various audio characteristics.

  • 50 unique speakers - Diverse dataset
  • Various accents - Robust training
  • Different ages - Generalizable models
  • Multiple genders - Balanced dataset
  • Short commands - Quick interactions
  • Longer sentences - Complex patterns
  • High-quality recordings
  • Accurate transcripts
  • Balanced speaker distribution
  • Easy to extend dataset
  • Total: 5,000+ audio files

Credits & Acknowledgments

This dataset is provided for educational and research purposes. Core technologies and libraries are credited below.

  • Python 3.8+ - Programming language (PSF License)
  • HuggingFace Transformers - BERT, RoBERTa (Apache 2.0)
  • scikit-learn - Machine Learning (BSD License)
  • Flask - REST API Framework (BSD License)
  • LIME - Model Explainability (BSD License)
  • matplotlib - Data Visualization (PSF License)
  • RSK World - Dataset creator and provider
  • GitHub Repository - Source code and releases
  • Author: Molla Samser | Designer: Rima Khatun
  • MIT License - Free for learning & research

Support & Contact

For commercial use, custom datasets, or integration help, please contact us.

  • Email: help@rskworld.in
  • Phone: +91 93305 39277
  • Website: RSKWORLD.in
  • Location: Nutanhat, Mongolkote, West Bengal, India
  • Author: Molla Samser
  • Designer & Tester: Rima Khatun
  • GitHub: Coming Soon
  • Speech Recognition Dataset Documentation
  • Technical Support Available
  • Custom Dataset Requests Welcome
Featured Content
Additional Sponsored Content

Download Free Source Code

Get the complete dataset bundle. You can view the files or download the dataset directly.

Download Free Source Code

Quick Links

Live Demo - Try Speech Recognition Click to explore
Download Free Source Code Click to explore
View Files (Browser) Click to explore
Explore All Dataset Projects by RSK World Click to explore
Explore All Data Science Projects by RSK World Click to explore

Categories

Speech Recognition Audio AI Machine Learning 5,000+ Files Python TensorFlow Ready

Technologies

Speech Recognition
TensorFlow
Audio AI
Librosa
Python

Explore More Datasets

Audio AI & Speech Recognition

Dataset Learning Dataset Computer Vision Python Image Classification
Text Classification Dataset - rskworld.in
Text Classification Dataset
Text Data

Multi-class text classification dataset with labeled documents for news categori...

View Project
Energy Consumption Dataset - rskworld.in
Energy Consumption Dataset
Time Series Data

Smart meter energy consumption dataset with hourly electricity usage patterns fo...

View Project
Satellite Image Dataset - rskworld.in
Satellite Image Dataset
Image Data

Satellite imagery dataset with land cover classification, urban planning, and en...

View Project
Traffic Flow Dataset - rskworld.in
Traffic Flow Dataset
Time Series Data

Urban traffic flow dataset with vehicle counts, speed measurements, and congesti...

View Project
Housing Price Prediction Dataset - rskworld.in
Housing Price Prediction Dataset
Tabular Data

Real estate dataset with property features, location data, and price information...

View Project
View All Projects

About RSK World

Founded by Molla Samser, with Designer & Tester Rima Khatun, RSK World is your one-stop destination for free programming resources, source code, and development tools.

Founder: Molla Samser
Designer & Tester: Rima Khatun

Development

  • Game Development
  • Web Development
  • Mobile Development
  • AI Development
  • Development Tools

Legal

  • Terms & Conditions
  • Privacy Policy
  • Disclaimer

Contact Info

Nutanhat, Mongolkote
Purba Burdwan, West Bengal
India, 713147

+91 93305 39277

hello@rskworld.in
support@rskworld.in

© 2026 RSK World. All rights reserved.

Content used for educational purposes only. View Disclaimer

Support This Free Project

This project is completely free to download!

If you find it useful, consider supporting us with a small donation. Your support helps us create more free projects.

Pay via Razorpay

If you find this Speech Recognition Dataset useful, you can support with a small contribution.

Secure Fast Trusted
Payment Successful! Your download will start automatically...
Pay via UPI QR
Scan or tap an amount to auto-generate
UPI QR
₹
Open UPI app
GPay PhonePe Paytm