Speech Recognition Course
This course equips learners with practical skills to build efficient speech recognition systems, covering feature extraction, model design, decoding techniques, evaluation, and dataset preparation for real-world applications.
from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
This Speech Recognition Course provides a quick, hands-on route to developing precise, low-delay ASR for brief utterances. You'll cover feature extraction, decoding using beam search, language model integration, pronunciation assessment, and confidence metrics. Delve into current architectures, pre-trained models, evaluation measures, and deployment considerations to build sturdy, privacy-conscious speech applications.
Elevify advantages
Develop skills
- Develop solid ASR features: MFCCs, log-mel, SpecAugment in minutes.
- Design and adjust modern ASR models: CTC, encoder-decoder, Conformer, Whisper.
- Implement clever decoding: beam search, LM rescoring, confidence and OOV management.
- Assess speech systems: WER, latency, robustness, and pronunciation assessment.
- Prepare speech datasets: short-utterance planning, annotation, and non-native data.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of interest without needing to change platforms... I'm grateful for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos really help with learning.
André FelipePrompt Engineering Student
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