# rspektrum

An interactive spectrogram viewer for inspecting **mLink** radio captures (and
any other audio). It computes an STFT of a WAV file, draws it as a zoomable,
pannable spectrogram, and can overlay **mLnL annotations** — labelled regions
(TX frames, assertion outcomes, impairment fires, …) carried *inside* the WAV
file itself. You can box a time/frequency region, hear it back through a
bandpass filter, and export either the picture (PNG) or the isolated audio
(WAV). It runs as a native desktop app (C + raylib), as a headless CLI renderer,
and as a WebAssembly build in the browser.

## What it's for

The primary use case is reviewing captures from the mLink stack: a WAV recording
of an over-the-air signal, with an embedded `mLnL` chunk describing what the
modem/daemon believed it was transmitting at each instant. rspektrum renders
those annotations on top of the measured spectrogram so you can see, frame by
frame, what was *intended* versus what actually hit the air. See
[`mlnl_chunk_spec.md`](mlnl_chunk_spec.md) for the annotation format. It also
works as a general-purpose spectrogram tool for plain WAVs with no annotations.

## Features

- **STFT spectrogram** with selectable colormaps, adjustable dB floor / dynamic
  range, and absolute (dBFS) or relative amplitude scaling.
- **mLnL annotation overlay** — labelled boxes drawn from the WAV's embedded
  annotation chunk; hover a box (or its region on the waveform scope) for a
  tooltip with per-frame detail (sequence, channel, rate, scheduling offset…).
- **Zoom & pan** the time/frequency view (mouse wheel + Alt/middle-drag).
- **Region selection**: box a time **and** frequency range with the mouse.
- **Filtered playback**: play just the selected region, band-limited to the
  selected frequency box (FFT bandpass — "what you hear is what you'd export").
- **Waveform scope** (toggle) showing the time-domain signal under the spectrum.
- **Marker / ruler tool** and a **spectrum slice (PSD)** readout.
- **Export**: save the view as a **PNG**, or the selected region as a **WAV**.
- **Headless render mode**: produce an annotated PNG from the command line with
  no window, no GL, and no X server — pure CPU, runs anywhere (see below).
- **Broad input support**: WAV directly (8/16-bit PCM, 32-bit float; stereo
  downmixed to mono); other formats transparently transcoded via `ffmpeg` if it
  is on `PATH`. Drag-and-drop loading.
- **Cross-platform**: Linux/desktop, Windows, and a WebAssembly build.

## Building

The build is driven by a checked-in Makefile (premake5 is **not** required to
build — only to regenerate the makefiles):

```bash
make -f rspektrum.make config=debug_x64      # -> bin/Debug/rspektrum
make -f rspektrum.make config=release_x64    # -> bin/Release/rspektrum
```

The web build:

```bash
./build_web.sh      # emscripten; emits the WebAssembly bundle
```

> Note: the release build enables `-O2`, which turns on extra warnings
> (`-Wformat-truncation`) that the debug build doesn't — build release before
> declaring a change clean.

## Running (GUI)

```bash
./bin/Debug/rspektrum [input.wav]
```

Load a file by passing it on the command line, dragging a `.wav` onto the window,
or pressing **O** for the file browser.

### Controls

| Input | Action |
|-------|--------|
| **O** | Open file browser |
| **Mouse wheel** | Zoom time/frequency |
| **Alt+drag** / **middle-drag** | Pan the view |
| **LMB drag** | Select a time + frequency region |
| **Space** | Play / stop the selected region |
| **Hover an annotation** | Tooltip with that frame's mLnL detail |
| **P** | Show / hide the waveform scope |
| **M** | Marker / ruler tool |
| **S** | Spectrum slice (PSD) |
| **E** | Export PNG |
| **W** | Export selection as WAV |
| **Home** | Reset view (fit all) |
| **End** | Zoom to start |
| **F11** | Toggle fullscreen |
| **F1** | About / help |
| **Esc** | Clear selection / close dialog |

Most controls are also available as buttons in the left sidebar (colormap,
floor, dynamic range, annotation opacity, grid, etc.).

## Headless rendering (CLI)

`--render` writes the spectrogram straight to a PNG **with no window, no GL
context, and no X server** — it computes the STFT, colorizes the bitmap, bakes
the annotation overlay onto it, and exports, all on the CPU. This runs anywhere
(CI, a bare SSH session, a container with no display), not just under Xvfb:

```bash
./bin/Debug/rspektrum --render OUT.png INPUT.wav [options]
```

The output is the **real spectrogram bitmap** at native STFT resolution (not a
screenshot of the UI), so it carries no sidebar/scope chrome — just the
time–frequency image with the annotation overlay.

Options:

| Flag | Effect |
|------|--------|
| `-r, --render OUT.png` | Render to `OUT.png` and exit (no window/GL/X) |
| `-a, --annotations` | Force the annotation overlay **on** |
| `--no-annotations` | Force the overlay off |
| `--annotation-opacity=V` | Overlay strength `0..1` (default `0.5`) |
| `--annotation-kinds=LIST` | Comma-separated kinds to draw (default: all) |
| `--width N` | Resize output to `N` px wide (default: native STFT size) |
| `-h, --help` | Usage |

Annotation boxes are drawn **outline + label only** (no translucent fill): mLnL
captures contain many overlapping full-band boxes whose fills would alpha-stack
to opaque and bury the signal, so the outline marks each region while the
spectrogram reads through. `--annotation-opacity` controls outline/label
strength. Filter to just the kinds you care about with `--annotation-kinds`:

```bash
# everything, brighter overlay
./bin/Debug/rspektrum --render /tmp/all.png mlnl_samples.wav --annotation-opacity=0.7

# only on-air frames and failed assertions
./bin/Debug/rspektrum --render /tmp/tx.png mlnl_samples.wav \
  --annotation-kinds=tx_frame,assertion_failed
```

Kinds: `tx_frame`, `tx_burst`, `control`, `channel_up`, `channel_down`,
`assertion_passed`, `assertion_failed`, `impairment_fire`, `gain_change`,
`unknown`. `mlnl_samples.wav` is an in-repo WAV that carries an embedded `mLnL`
chunk.

> The hover tooltip (sched offset, per-frame detail) only appears with a live
> mouse over a box, so it cannot show up in a static `--render`. To verify
> tooltip behaviour you need a real (or virtual) display driving the GUI — see
> below.

## Driving the GUI headlessly (for agents / CI)

The app can be run, screenshotted, and clicked on a virtual X display with no
monitor or GPU (Mesa software GL under Xvfb). The accumulated playbook lives in
[`AGENTS.md`](AGENTS.md); the working reference implementation is
[`shot_input.sh`](shot_input.sh).

The loop in one breath:

```bash
Xvfb :99 -screen 0 1280x800x24 >/tmp/xvfb.log 2>&1 &     # 1. fake screen
DISPLAY=:99 ./bin/Debug/rspektrum mlnl_samples.wav \
        >/tmp/app.log 2>&1 &                              # 2. run on it
sleep 2                                                    # 3. reach a steady frame
DISPLAY=:99 import -window root /tmp/shot.png             # 4. grab the frame
```

Prerequisites (Debian/Ubuntu): `sudo apt-get install xvfb imagemagick xdotool`
(plus `libgl1-mesa-dri` and `LIBGL_ALWAYS_SOFTWARE=1` if GL fails / frames are
black). To exercise UI paths, synthesize input with `xdotool` against
`DISPLAY=:99` — e.g. move the mouse over an annotation box and re-grab to capture
the hover tooltip:

```bash
DISPLAY=:99 xdotool mousemove 640 400      # hover a box (coords from the spectrogram)
DISPLAY=:99 import -window root /tmp/hover.png
DISPLAY=:99 xdotool key space              # play the selection, etc.
```

There is no window manager, so the window sits at `0,0` and fills the Xvfb
screen — match the screen size to the window and a root grab equals the app's
frame. Always capture stdout/stderr to a log; it's your only view of `TraceLog`
output and crashes. `shot_input.sh` wraps all of this (start → settle →
screenshot → optional input → diff); read `AGENTS.md` for the traps (input focus,
ImageMagick v6 vs v7 command names, software-GL timing).

## Technical notes

- **STFT**: Hann-windowed, 2048-point FFT with 50% overlap by default;
  frequency resolution `sampleRate / fftSize` Hz per bin. Amplitude shown in dB.
- **Axes**: X = time (s), Y = frequency (Hz, scaled to the file's Nyquist),
  colour = amplitude.
- **Playback / WAV export** share the same processing path: the selected time
  span, FFT-bandpassed to the selected frequency box, peak-normalised.
- **mLnL parsing**: walks the WAV's RIFF chunks for the four-CC `mLnL` chunk
  (UTF-8 JSON Lines); unknown chunks are skipped, so annotated files remain
  standards-compliant audio everywhere else.

## Source layout

```
src/
  spectrogram.c        # entry point, main loop, CLI args, headless render
  stft.c / fft.c       # STFT + FFT
  render.c             # spectrogram, annotations, tooltips, scope
  ui.c                 # sidebar, file browser, buttons
  audio.c              # WAV load (ffmpeg fallback), bandpass, playback, WAV export
  mlnl.c / mlnl.h      # mLnL annotation chunk parser
  platform_*.c         # per-OS shims (linux / win32 / web)
```

See [`raylib_for_desktop_applications.md`](raylib_for_desktop_applications.md)
for the performance/idle-CPU lessons behind the desktop build.