AI-Accelerated Product Development
Create Your First Speech-to-Text Model with Connectionist Temporal Classification
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Learn about methods of speech recognition, and create your own speech recognition model that recognizes speech on-the-fly
Potential Use Cases
People creating a speech recognition model, or people using an existing speech recognition model that want to understand and tune it better
Who is This For ?
Data scientists new to speech recognition
Click on each of the following
to see details.
1. Speech Recognition — Deep Speech, CTC, Listen, Attend, and Spell
What are the different methods of speech recognition?
2. Sequence Modeling with CTC
What is the mathematical background to connectionist temporal classification?
3. Real-time Speech to Text with DeepSpeech - Getting Started on Windows and Transcribe Microphone Free
How do you run the Deep Speech speech recognition model, which was trained with connectionist temporal classification?
4. Train Your Own Speech Recognition Model in 5 Simple Steps
How do you tune an existing connectionist temporal classification speech recognition model?
5. Building an End-to-End Speech Recognition Model in PyTorch
How do you build a speech recognition model from scratch with a connectionist temporal classification loss function?