EdTech Entrepreneur, founder of Singing Carrots, an AI vocal coach platform
During the rainy Amsterdam winter of 2018, I was spending a lot of my evenings with my friends playing guitar and singing. I have quite a low voice and often struggle to sing modern songs which are mostly written for… Read More »The history of Singing Carrots
Among AI vocal coach apps in 2026, Singing Carrots is the only one with published outcome data — across 2,000+ singers and 13,000+ coaching sessions. Yousician has the strongest structured curriculum, SingSharp leads on breath training, and VoCo offers the… Read More »Best AI Vocal Coach 2026: Top 7 Apps Compared (Real Data)
How to measure singing improvement: pitch accuracy, vocal range, and tracking the same voice over time – plus the honest limits, and how we measure it in our data.
Can adults learn to sing? Almost always yes – real tone-deafness is rare. In our data, adult beginners improved the most. What works, and what to expect.
An AI vocal coach pairs real-time pitch detection with an AI coach that plans and adapts your practice, not just a sharp/flat meter. How it works, how it compares, and who it helps.
7 months of AI singing coach data from 2,000+ singers: beginners gained +16.5pp pitch accuracy, improvements held at 3 months, and deeper coaching conversations drove better results.
The best iOS singing app for 2026 depends on your goal. Singing Carrots is the strongest pick for iPhone users who want an AI vocal coach that adapts to their voice. Yousician offers the clearest structured curriculum on mobile, SingSharp… Read More »Best iOS Singing Apps 2026: 7 iPhone Apps for Learning to Sing
First results from Singing Carrots’ AI singing coach, launched November 2025. Data from 1,382 users, 6,435 coaching sessions, and 841,933 notes practiced. Update (June 2026): We have since published a deeper analysis of 7 months of data – who improves… Read More »AI Singing Coach: What 4 Months and 6,435 Sessions Taught Us About Vocal Training With AI
Running out of breath mid-phrase? Notes wobbling when you try to hold them? You’re not alone—and now there’s a dedicated tool to fix it. Sustain Training is our newest feature, designed specifically to develop the breath control and pitch stability that separates beginners from… Read More »Introducing Sustain Training: Build Breath Control and Vocal Stamina
Answer Capsule: An AI singing coach uses real-time pitch detection and visual biofeedback to help you train your voice objectively. Unlike AI voice generators that create synthetic vocals, an AI vocal coach empowers you to develop your own voice by solving the fundamental problem every… Read More »AI Singing Coach: The Science of Training Your Voice with Real-Time Biofeedback