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Training Neural TTS - Deploying Expert Voice Systems

Ref: NUV439
10 people max.
From $4,620 HT / per person
On-site on request · +$540 with certification exam
4 days
Onsite

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

  • Master advanced neural architectures for speech synthesis in a professional context
  • Develop expert skills in fine-tuning Neural TTS models for enterprise
  • Design optimized voice generation pipelines with Prompt Engineering integration
  • Implement certifying Deep Learning solutions for audio production
  • Optimize speech synthesis performance in enterprise with concrete metrics
  • Deploy scalable and secure Neural TTS systems for real-world use cases
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 technologies quickly lose their competitive edge in a market where synthetic voice already accounts for 35% of automated customer interactions.

  • According to the latest studies, 62% of voice AI projects fail due to a lack of internal expert skills, resulting in average extra costs of 180 k€ per year.

  • Professionals who delay this training risk rapid obsolescence of their skills and exclusion from strategic digital transformation projects.

  • Acting now avoids these measurable losses and secures your position in the AI ecosystem.

Allan BUSI
Allan BUSI

Learni trainer · AI expert

73%productivity gap
×3cost of inaction

Program

Module 1Theme: Advanced Neural TTS Architectures (Tacotron2, FastSpeech2, VITS, PyTorch tools)

Participants explore in depth state-of-the-art neural architectures for speech synthesis, analyzing Tacotron2, FastSpeech2, and VITS. They perform practical exercises comparing models on professional audio datasets, identify the strengths and limitations of each approach, and produce a comparative technical deliverable with voice quality metrics adapted to enterprise needs.

Module 2Theme: Fine-tuning and Adaptation of Neural TTS Models (transfer learning, audio datasets, optimization)

This day is dedicated to advanced fine-tuning of Neural TTS models on enterprise-specific corpora. Learners apply transfer learning techniques, manage high-quality audio datasets, optimize hyperparameters, and evaluate the naturalness of generated voices. They deliver an adapted model with performance reports and recommendations for professional use.

Module 3Theme: Prompt Engineering and Expressive Control in Neural TTS (prosodic control, inference tools)

Experts learn to master Prompt Engineering applied to speech synthesis to control expressiveness, intonation, and style. They work on concrete cases of advanced inference, integrate conditioning techniques, and produce personalized audio demonstrations. The deliverable includes a guide of optimized prompts for business applications.

Module 4Theme: Deployment and Industrialization of Neural TTS (serving, monitoring, enterprise integration)

The final day focuses on production deployment of Neural TTS systems. Participants configure optimized serving pipelines, implement performance monitoring, and integrate solutions into enterprise environments. They finalize a complete project with technical documentation and a certifying implementation strategy.

Evaluation method

  • Final project deploying a Neural TTS system in production
  • Continuous evaluation of practical exercises and technical deliverables
  • Quiz validating Deep Learning and Prompt Engineering skills

Learning method

  • Practical workshops on GPU with expert feedback
  • Real case studies from enterprise projects
  • Collaborative work in small groups of maximum 10
  • Access to a preconfigured development environment

Methods, materials and delivery

The Training Neural TTS - Deploying Expert Voice Systems 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 - Deploying Expert Voice Systems 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 - Deploying Expert Voice Systems 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 - Deploying Expert Voice Systems 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 - Deploying Expert Voice Systems 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?+
Advanced mastery of PyTorch or TensorFlow, proven experience in Deep Learning applied to audio, solid knowledge in signal processing and recurrent neural networks.
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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