Rigorous trainer selection
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
- Triple validation: technical, pedagogical, sectoral.
- Minimum rating 4.8/5 over the last 12 sessions.
1 seat held for the next session
30:00Held for another
Request a call back and an advisor reaches you within 24 business hours, Monday to Saturday.
Training Neural TTS - Synthesize Realistic Voices in Production
Trusted by — schools, companies and industrial groups
Every program built with a dedicated engineer
Learning objectives
- Master advanced neural architectures for Neural TTS in enterprise settings
- Develop and train ultra-realistic professional TTS models
- Optimize voice generation for real-time performance
- Implement fine-tuning on custom certified datasets
- Deploy scalable Neural TTS pipelines in production
- Design multilingual and emotional voices for business applications
- Acquire certified vocal AI skills to boost your career
Our social commitment
A school kit donated to a child for every training
To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.
- Backpack, notebooks and essential supplies
- Distributed through our partner charities
- Included, at no extra cost to you
The Learni story
Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.
Don't let this gap widen
Why this program matters
Without Neural TTS expertise, your voice applications remain robotic, losing 60% of user engagement according to Gartner 2024 studies.
Untrained teams waste 35% of time on audio post-processing, costing up to 50k€ per delayed project.
In enterprises, 82% of voice incidents stem from outdated models, threatening competitiveness and client contracts.
Every quarter without upskilling, your competitors dominate the voice AI market with voices indistinguishable from human, widening an irreversible gap on revenue and innovation.
Program
Module 1Neural TTS Architectures: Modeling WaveGlow and Tacotron 2 (PyTorch, LJSpeech datasets)
Dive into end-to-end Neural TTS architectures, install PyTorch and prepare audio datasets like LJSpeech or custom ones, implement Tacotron 2 for text-melody alignment, integrate WaveGlow for high-fidelity vocoding, perform practical exercises on generating complex sentences, analyze MOS and MCD metrics, produce your first professional vocal samples with code review by the trainer.
Module 2Neural TTS Training: Scaling Models on GPU (NVIDIA CUDA, multi-GPU)
Set up GPU environments with CUDA to train Neural TTS models on large datasets, optimize hyperparameters via TensorBoard, manage overfitting with audio augmentation techniques, experiment on business cases like voice assistants, generate batches of synthetic voices, evaluate convergence with loss curves and perceptual tests, deliver a trained model ready for fine-tuning, transforming your skills into concrete assets for vocal AI.
Module 3Neural TTS Optimization: Emotional and Multilingual Fine-Tuning (FastPitch, YourTTS)
Advance to expertise with FastPitch for controlled prosody, fine-tune on emotional voices or specific accents via transfer learning, integrate YourTTS for zero-shot multilingual capabilities, test in real-time on edge devices, reduce latency to under 200ms with distillation, apply to real projects like chatbots or audiobooks, produce interactive demos, measure improvement via ABX tests, directly boosting the efficiency of your enterprise vocal applications.
Module 4Neural TTS Deployment: Production Pipelines (Docker, ONNX, cloud inference)
Deploy your Neural TTS models in Docker containers for scalability, export to ONNX for multi-platform acceleration, integrate with Flask/FastAPI APIs for live voice services, configure inference on AWS SageMaker or Hugging Face, secure with authentication and Prometheus monitoring, test under load with 1000+ requests/min, finalize a complete red thread project with customized voice, obtain immediately deployable deliverables for professional production.
Evaluation method
- Advanced MCQ on Neural TTS architectures and optimization
- Practical evaluation through model training and deployment
- Presentation of the red thread project with performance metrics
Learning method
- Sessions led by practicing vocal AI experts
- Hands-on exercises with real enterprise datasets and tools
- Customized Neural TTS red thread project over 4 days
- Detailed course materials and shared GitHub resources
Methods, materials and delivery
The Training Neural TTS - Synthesize Realistic Voices in Production program is delivered onsite or remote (blended-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.
The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.
Equipment required
For the smooth delivery of the Training Neural TTS - Synthesize Realistic Voices in Production program, the following equipment is required:
- Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
- Training environments installed on workstations or accessible online
- Course materials, hands-on exercises and complementary resources
- Post-training access to materials and educational resources
For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.
* contact us for remote delivery feasibility** ratio varies depending on the program
Skills assessment methods
Assessment of skills acquired during the Training Neural TTS - Synthesize Realistic Voices in Production program is performed through:
- During training: case studies, hands-on labs and professional scenarios
- End of training: self-assessment questionnaire and skills evaluation by the trainer
- After training: completion certificate detailing acquired skills
Program accessibility
Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.
Enrollment terms and lead times
Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.
Our method
Training quality, guaranteed at every step
Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.
You meet the trainer beforehand
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
- Live briefing on goals and team context.
- Veto right — we swap the trainer for free if needed.
Content tailored to your context
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
- Hands-on cases drawn from your stack and projects.
- Program co-written then validated by your team.
Continuous quality follow-up
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
- NPS, knowledge quizzes and skills self-assessment.
- Satisfaction guarantee: fully satisfied or free rework.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
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FAQ
Frequently asked questions
How much does the Training Neural TTS - Synthesize Realistic Voices in Production training cost?+
The price is $4,620 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training Neural TTS - Synthesize Realistic Voices in Production training?+
The training lasts 4 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Mastery of Python, PyTorch/TensorFlow, deep learning, and audio signal processing
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
On-site & remote
This training across cities
Available on-site and remotely. Pick your city to see the local training center.
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