AI Singing Coach · starter release

A practice studio that hears your tradition.

Pick Carnatic, Hindustani, Western or folk, find your Sa, and practise with a live pitch trace. Analysis runs in your browser; you see only what was measured, or “Not assessed” where it couldn’t be.

Open to signed-in membersReference profiles and starter exercises — pending review by qualified teachers

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Illustration of the studio’s pitch lanes — not a recording or a measurement.

What works today

Everything here runs now — with its limits stated.

Each part below is built and connected to the coach service. What it cannot do yet is written next to it.

Your tradition first
Four reference profiles — Carnatic swarasthanas and Hindustani swaras on your movable Sa, Western 12-TET from a chosen A4, and folk contours. Targets always come from the profile you choose.
Reference profile — pending review by qualified teachers. No other traditions yet.
Find your comfortable Sa
Sing a steady, comfortable note: the browser measures its median pitch and proposes it, showing the reading. Or pick a tonic from the list. An optional glide measures your range.
A range is never turned into a voice type, age or skill label.
Interactive practice studio
Drone and tala or metronome click, synthesised playback, a count-in, and a live pitch trace that scrolls against the exercise’s target notes on your tonic.
Needs a browser with AudioWorklet and microphone access. Headphones are advised.
Measured AI feedback
After each take: pitch deviation in cents, stability and note-start timing against the beat, per aspect and per note, with deterministic template feedback built only from those values.
No language model is used. Low signal is “Not assessed” with the reason, never a guess.
Progress from measured attempts
Practice minutes, sessions and day-by-day medians of your measured pitch and timing deviations, with every chart also shown as a table.
Trends appear only after three measured attempts. No grades, levels or comparisons with others.
A learning plan with its reasons
A seven-day plan from a published rule set: what’s next, what to repeat and why, sized to your daily minutes. Regenerate it anytime.
Rules, not a teacher: every item says which rule chose it.

Reference profiles

Four traditions, each on its own terms.

Live from the coach service: each profile with its reference system, its starter exercises and its review status.

Loading the tradition reference profiles…

How the coach stays honest

Measured, or said plainly that it wasn’t.

Only what was measured. A number appears only with enough signal and confidence; otherwise the aspect reads “Not assessed”, with the reason and how to fix it.
Ornaments are music. Gamakas, meend and glides are detected, counted and left out of the deviation — they never lower anything.
Your voice stays with you. Audio is analysed in your browser and never uploaded. Only the measured summary is stored; “Save take” downloads to your device.
Reference, not authority. Tradition profiles and starter exercises are engineering defaults pending review by qualified teachers, labelled so everywhere.
AI is labelled. Analysis and feedback carry the AI label. Feedback is template text from the measured values — no language model writes it.
Minors are protected. Without guardian consent to store practice data, the coach runs local-only: practice works and history stays on that device.

Start with one steady Sa.

Create a free account, choose your tradition, and practise your first starter exercise today.

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A practice studio that hears your tradition.

Open to signed-in membersReference profiles and starter exercises — pending review by qualified teachers

Create an account to practise Sign in

A practice studio that hears your tradition.

Your tradition first

Find your comfortable Sa

Interactive practice studio

Measured AI feedback

Progress from measured attempts

A learning plan with its reasons

Start with one steady Sa.

A practice studio that hears your tradition.

Your tradition first

Find your comfortable Sa

Interactive practice studio

Measured AI feedback

Progress from measured attempts

A learning plan with its reasons

Start with one steady Sa.