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- Tasks: Design and optimise TTS models for natural and accurate voice assistants.
- Company: Join Aiphoria, a team of award-winning professionals in AI-driven tech.
- Benefits: Competitive pay, remote work, rapid career growth, and cutting-edge technologies.
- Why this job: Be at the forefront of voice-assisted banking and innovate with TTS advancements.
- Qualifications: 3+ years in TTS, proficiency in Python, and deep learning frameworks.
- Other info: Work on exciting projects for prominent clients in a dynamic start-up culture.
The predicted salary is between 36000 - 60000 £ per year.
We are now expanding our team and are looking for skilled, goal-oriented MLE (TTS) to join our teams.
Requirements
- 3+ years of hands-on experience with Text-to-Speech (TTS) / speech synthesis
- Proficiency in Python and deep learning frameworks (especially, PyTorch)
- Strong understanding of speech synthesis processing techniques
- Experience with Fast Attention-Based Models: (FastPitch, FastSpeech 2) and modern variative approaches: (e.g., VITS, Glow-TTS)
- Strong understanding of techniques to control prosody, rhythm, and emotional tone for expressive speech synthesis
- Knowledge of normalization techniques, FSTs, NN for normalization
- Familiarity with TTS evaluation techniques, including MOS and A/B testing
- Familiarity with vocoder models (e.g. Vocos, HiFi-GAN, mimi)
- Knowledge of signal processing, statistical modeling, and language structure
Responsibilities
- Design and optimize TTS models to ensure our voice assistant sounds as natural and accurate as possible
- Collaborate closely with product managers and engineers to integrate TTS tech, making it seamless and intuitive for users
- Partner with data teams to build efficient audio data pipelines, from speaker recording/preprocessing to model training
- Regularly update and refine TTS models to adapt to various accents, dialects, and speech styles, enhancing user satisfaction and responsiveness
- Keep up-to-date with the latest TTS advancements, bringing in innovative techniques and tools to keep us at the forefront of voice-assisted banking
- Rigorously test and validate models to meet strict standards
What We Offer
- Experienced team, Aiphoria is formed by a team of enthusiastic professionals who created award-winning devices, voice assistants and other AI-driven products for BigTech corporations
- Cutting-edge technologies, we build a technology using our areas of expertise including Computer Vision, Speech Technologies, Natural Language Understanding, Generative AI incl. LLM and Diffusion models
- Rapid career progression, facilitated by our team of seasoned senior professionals who hail from prestigious, industry-leading companies
- Remote work opportunities
- Company has prominent clients with an opportunity for you to work on different projects and/or to be involved in developing our proprietary own products
- Competitive compensation surpassing market standards
- A company with entrepreneurial spirit. We offer a unique mix of a secure workspace thanks to the big clients raised along with a true start-up culture!
Machine Learning Engineer TTS in London employer: Aiphoria
Contact Detail:
Aiphoria Recruiting Team
StudySmarter Expert Advice 🤫
We think this is how you could land Machine Learning Engineer TTS in London
✨Tip Number 1
Network like a pro! Reach out to folks in the industry, attend meetups, and connect with other Machine Learning Engineers. You never know who might have the inside scoop on job openings or can refer you directly.
✨Tip Number 2
Show off your skills! Create a portfolio showcasing your TTS projects, especially those using FastPitch or FastSpeech 2. Having tangible examples of your work can really set you apart during interviews.
✨Tip Number 3
Prepare for technical interviews by brushing up on your Python and deep learning frameworks. Practice coding challenges and be ready to discuss your understanding of speech synthesis techniques and models.
✨Tip Number 4
Don’t forget to apply through our website! It’s the best way to ensure your application gets seen by the right people. Plus, we love seeing candidates who are proactive about joining our team!
We think you need these skills to ace Machine Learning Engineer TTS in London
Some tips for your application 🫡
Tailor Your CV: Make sure your CV highlights your experience with TTS and Python. We want to see how your skills match up with what we're looking for, so don’t be shy about showcasing your relevant projects!
Craft a Compelling Cover Letter: Your cover letter is your chance to shine! Tell us why you're passionate about TTS and how you can contribute to our team. Keep it engaging and personal – we love to see your personality come through.
Showcase Your Projects: If you've worked on any cool TTS projects or have GitHub repos, include them! We’re keen to see your hands-on experience and how you’ve tackled challenges in the past.
Apply Through Our Website: We encourage you to apply directly through our website. It’s the best way for us to receive your application and ensures you don’t miss out on any important updates from our team!
How to prepare for a job interview at Aiphoria
✨Know Your TTS Inside Out
Make sure you brush up on your Text-to-Speech knowledge before the interview. Be ready to discuss your hands-on experience with speech synthesis and the specific models you've worked with, like FastPitch or VITS. This will show them you're not just familiar with the concepts but have practical expertise.
✨Show Off Your Python Skills
Since proficiency in Python is a must-have, prepare to demonstrate your coding skills. You might be asked to solve a problem on the spot or discuss your previous projects. Practising coding challenges related to deep learning frameworks like PyTorch can give you an edge.
✨Understand Prosody and Emotion in Speech
Dive deep into techniques for controlling prosody, rhythm, and emotional tone in speech synthesis. Be prepared to share examples of how you've implemented these techniques in past projects. This will highlight your understanding of what makes speech sound natural and engaging.
✨Stay Updated on TTS Trends
Keep yourself informed about the latest advancements in TTS technology. Mention any recent innovations or tools you've come across that could benefit their projects. This shows your passion for the field and your commitment to bringing fresh ideas to the table.
