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Training Neural TTS - Mastering Neural Speech Synthesis

Ref: TVO745
10 people max.
From $5,775 HT / per person
On-site on request · +$540 with certification exam
5 days
Onsite

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Equans
EDF
Ubisoft
Microsoft
Aptar
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Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
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Learning objectives

  • Master advanced neural architectures of Neural TTS for professional applications
  • Develop high-fidelity speech synthesis models tailored to business needs
  • Design complete training and inference pipelines for certified production
  • Optimize performance and latency of Neural TTS systems in real environments
  • Implement voice personalization and ethical cloning solutions for client projects
  • Integrate Neural TTS with backend frameworks and SDKs for industrial deliverables
A child walking to school with a backpack
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

  • Companies that fail to master Neural TTS lose 35% market share to competitors using AI voice synthesis.

  • According to Gartner, 68% of customer interactions will be voice-based by 2026.

  • Without these skills, developers see their employability drop and internal projects stagnate.

  • Failing to invest in certified professional training exposes the company to costly technological delays and loss of qualified talent.

Allan BUSI
Allan BUSI

Learni trainer · AI expert

73%productivity gap
×3cost of inaction

Program

Module 1Theme: Neural TTS fundamentals and modern architectures (PyTorch, Tacotron 2, WaveGlow)

Participants explore the basics of Neural TTS with Tacotron 2 and WaveGlow. They analyze professional audio corpora, train an initial model on GPU and produce synthetic samples. Practical exercises on data preparation, text-audio alignment and MOS evaluation lead to a basic synthesis deliverable.

Module 2Theme: Advanced Neural TTS with FastSpeech 2 and HiFi-GAN (optimization, prosody)

The day focuses on FastSpeech 2 and HiFi-GAN to generate faster and more natural speech. Learners adjust prosody parameters, integrate speaker embeddings and perform latency benchmarks. Real business cases result in a production-optimized model deliverable.

Module 3Theme: Multi-speaker Neural TTS and voice cloning (SDK, fine-tuning)

Focus on voice cloning and multi-speaker synthesis with specialized SDKs. Participants fine-tune models on target voices and manage quality and variability. Practical work includes perceptual evaluation and creation of a personalized synthesis pipeline delivered by the end of the day.

Module 4Theme: Neural TTS in production and backend integration (Docker, API, monitoring)

Deploying Neural TTS in production via Docker containers and REST APIs. Trainees connect models to backend frameworks, implement monitoring and scalability. Exercises based on real business cases enable delivery of a deployable, certifiable solution.

Module 5Theme: Advanced Neural TTS optimization and final projects (TensorRT, evaluation)

Final day dedicated to ultimate optimization with TensorRT and presentation of final projects. Each participant deploys their complete Neural TTS system, measures performance and receives expert feedback. Deliverables include code, models and technical documentation ready for business use.

Evaluation method

  • Daily quizzes and practical exercises
  • Final peer-reviewed speech synthesis project
  • Certificate of competency awarded at the end of the training

Learning method

  • Hands-on GPU workshops with immediate feedback
  • Real-world case studies from industry players
  • Access to a shared GitHub repository with all code
  • Q&A sessions with experts

Methods, materials and delivery

The Training Neural TTS - Mastering Neural Speech Synthesis 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 - Mastering Neural Speech Synthesis 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 - Mastering Neural Speech Synthesis 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.

Step 1

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.
Step 2

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.
Step 3

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.
Step 4

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.

FAQ

Frequently asked questions

How much does the Training Neural TTS - Mastering Neural Speech Synthesis training cost?+
The price is $5,775 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training Neural TTS - Mastering Neural Speech Synthesis training?+
The training lasts 5 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, experience in deep learning with PyTorch or TensorFlow, knowledge in audio signal processing and NLP.
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

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