Built for the Rekordbox → CDJ workflow.
Rekordbox's Auto Gain doesn't survive USB export, and Rekordbox has never offered compound Key+BPM sort (Serato had it for years — but never exported to CDJs). Bake'n Deck bakes both into the files themselves, so what you prep is what plays on the deck.
Note
headroom is now Bake'n Deck 3.0. As announced in #60, the binary, crate, Homebrew formula, and repository were renamed from headroom to baken at v3.0.0, and the site moved to baken.ravers.workers.dev. This was a hard cut — the old headroom install channels (brew/winget/cargo/AUR) no longer receive updates; reinstall via the baken packages below. The loudness analyzer now lives under the baken headroom subcommand.
Bake'n Deck is a CLI toolkit with three subcommands:
baken headroomsimulates the behavior of Rekordbox's Auto Gain feature, but with a key difference: it identifies files with available headroom (True Peak below the target ceiling) and applies gain adjustment without using a limiter. Designed for DJs and producers who want to maximize loudness while preserving dynamics, ensuring tracks hit the optimal True Peak ceiling without clipping.baken rbsortsorts a Rekordbox playlist by Camelot Key (1A→12B) then BPM ascending, and appends the result as a new playlist to yourcollection.xml. Useful for harmonic mixing prep when the Rekordbox UI does not expose multi-column sort. See Rekordbox Playlist Sorter.baken cdjsafe(new in v3.0) transcodes every track in a Rekordbox playlist to CDJ-safe MP3s (320 kbps CBR @ 44.1 kHz) and emits an updated XML in which the new tracks inherit the originals' cue points and beatgrid — for gigs on pre-NXS2 CDJs that won't play FLAC/ALAC/AIFF/AAC. See CDJ-safe Transcoder.
- Single binary: mp3rgain is built-in as a library — only ffmpeg required as external dependency
- Uniform True Peak ceiling: -0.5 dBTP for every file by default — the most aggressive, AES TD1008–blessed delivery target — fully overridable via
--tp-target - Multiple processing methods: ffmpeg for lossless formats, built-in mp3rgain for lossless MP3/AAC gain, ffmpeg re-encode for precise gain
- Non-destructive workflow: Original files are backed up before processing
- Metadata preservation: Audio tags (ID3v2, Vorbis comment, BWF) are preserved during processing, and files are overwritten in place so Rekordbox cue points and other external metadata remain linked
- No limiter: Pure gain adjustment only — dynamics are preserved
- Interactive CLI: Guided step-by-step process with two-stage confirmation
- Scriptable CLI: Non-interactive mode for pipelines and CI (paths, globs, and flags)
- Rekordbox playlist sorter:
baken rbsortproduces a new playlist sorted by Camelot Key then BPM - CDJ-safe transcoder (v3.0+):
baken cdjsafenormalizes a gig playlist to 320 kbps CBR MP3 with cues and beatgrid carried over via XML
baken requires ffmpeg. Package managers install it automatically.
| Platform | Command |
|---|---|
| macOS (Homebrew) | brew install M-Igashi/tap/baken |
| Windows (winget) | winget install M-Igashi.baken |
| Arch Linux (AUR) | yay -S baken-bin |
| Cargo | cargo install baken (ffmpeg must be installed separately) |
Pre-built binaries are available on the Releases page (ffmpeg must be installed separately).
git clone https://github.com/M-Igashi/baken.git
cd baken
cargo build --releasebaken headroom [PATHS] [FLAGS] # loudness analyzer & gain adjustment
baken rbsort --xml <collection.xml> [FLAGS] # Key+BPM playlist sorter
baken cdjsafe --xml <collection.xml> --playlist <name> --out-dir <dir> # CDJ-safe MP3 transcoderRun baken --help or baken <subcommand> --help for the full reference.
- Scans the target directory for audio files (FLAC, AIFF, WAV, MP3, AAC/M4A)
- Measures LUFS (Integrated Loudness) and True Peak using ffmpeg
- Categorizes files by processing method:
- Green: Lossless files (ffmpeg)
- Yellow: MP3/AAC files with enough headroom for native lossless gain
- Magenta: MP3/AAC files requiring re-encode
- Displays categorized report
- Two-stage confirmation:
- First: "Apply lossless gain adjustment?" (lossless + native MP3/AAC)
- Second: "Also process files with re-encoding?" (MP3/AAC requiring re-encode)
- Creates backups and processes files
$ cd ~/Music/DJ-Tracks
$ baken headroom
╭─────────────────────────────────────╮
│ baken v3.0.1 │
│ Bake'n Deck — CDJ Prep Toolkit │
╰─────────────────────────────────────╯
▸ Target directory: /Users/xxx/Music/DJ-Tracks
✓ Found 28 audio files
✓ Analyzed 28 files
● 3 lossless files (ffmpeg, precise gain)
Filename LUFS True Peak Target Gain
track01.flac -13.3 -3.2 dBTP -0.5 dBTP +2.7 dB
track02.aif -14.1 -4.5 dBTP -0.5 dBTP +4.0 dB
track03.wav -12.5 -2.8 dBTP -0.5 dBTP +2.3 dB
● 2 MP3 files (native lossless, 1.5 dB steps, requires TP ≤ -2.0 dBTP)
Filename LUFS True Peak Target Gain
track04.mp3 -14.0 -5.5 dBTP -0.5 dBTP +4.5 dB
track05.mp3 -13.5 -6.0 dBTP -0.5 dBTP +4.5 dB
● 2 AAC/M4A files (native lossless, 1.5 dB steps, requires TP ≤ -2.0 dBTP)
Filename LUFS True Peak Target Gain
track08.m4a -13.0 -4.0 dBTP -0.5 dBTP +3.0 dB
track09.m4a -12.5 -4.5 dBTP -0.5 dBTP +3.0 dB
● 2 MP3 files (re-encode required for precise gain)
Filename LUFS True Peak Target Gain
track06.mp3 -12.0 -1.5 dBTP -0.5 dBTP +1.0 dB
track07.mp3 -11.5 -1.2 dBTP -0.5 dBTP +0.7 dB
● 1 AAC/M4A files (re-encode required)
Filename LUFS True Peak Target Gain
track10.m4a -12.5 -1.8 dBTP -0.5 dBTP +1.3 dB
▸ TP target: -0.5 dBTP (uniform delivery ceiling, AES TD1008 §7B)
✓ Report saved: ./baken_report_20250109_123456.csv
? Apply lossless gain adjustment to 3 lossless + 2 MP3 (lossless gain) + 2 AAC/M4A (lossless gain) files? [y/N] y
ℹ 2 MP3 + 1 AAC/M4A files have headroom but require re-encoding for precise gain.
• Re-encoding causes minor quality loss (inaudible at 256kbps+)
• Original bitrate will be preserved
? Also process these files with re-encoding? [y/N] y
? Create backup before processing? [Y/n] y
✓ Backup directory: ./backup
✓ Done! 10 files processed.
• 3 lossless files (ffmpeg)
• 2 MP3 files (native, lossless)
• 2 AAC/M4A files (native, lossless)
• 2 MP3 files (re-encoded)
• 1 AAC/M4A files (re-encoded)
Run baken headroom without further arguments to use the guided workflow in the current directory:
cd ~/Music/DJ-Tracks
baken headroomThe tool will guide you through:
- Scanning and analyzing all audio files
- Reviewing the categorized report
- Confirming lossless processing
- Optionally enabling MP3/AAC re-encoding
- Creating backups (recommended)
Pass paths, globs, or flags to run non-interactively (useful for pipelines and scripts):
# Analyze a directory without modifying anything
baken headroom --analyze-only ~/Music/DJ-Tracks
# Apply only lossless gain, with backup, save report to a specific path
baken headroom --lossless --backup ./bak --report results.csv ./album/
# Enable re-encoding as well
baken headroom --lossless --reencode --backup ./bak ./album/
# Operate on specific files
baken headroom --lossless track1.mp3 track2.flac
# Glob patterns
baken headroom --lossless --no-report "./music/**/*.mp3"
# Tighter ceiling for streaming-platform delivery (Spotify / Apple / YouTube max)
baken headroom --lossless --tp-target -1.0 ./album/
# Restore the legacy bitrate-dependent split (pre-v1.10 behaviour)
baken headroom --lossless --tp-split-bitrate ./album/Non-interactive defaults (when any flag or path is provided):
--losslessis on unless--no-lossless--reencodeis off unless--reencodeis explicitly passed--backupis off unless provided; bare--backupuses<target>/backup- CSV report is written unless
--no-report;--report PATHsets a custom location --analyze-onlyruns analysis + report only, skips processing
Run baken headroom --help for the full flag reference.
baken selects the optimal method for each file based on format and headroom:
| Format | Method | Precision | Quality Loss |
|---|---|---|---|
| FLAC, AIFF, WAV | ffmpeg | Arbitrary | None |
| MP3, AAC/M4A | mp3rgain (built-in) | 1.5dB steps | None (global_gain modification) |
| MP3, AAC/M4A | ffmpeg re-encode | Arbitrary | Inaudible at ≥256kbps |
Each MP3 and AAC/M4A file is categorized into one of three tiers:
-
Native Lossless — ≥1.5 dB headroom to the configured ceiling
- Truly lossless global_gain header modification in 1.5dB steps
- Uses built-in mp3rgain library
- Applied automatically (no user confirmation needed)
-
Re-encode — headroom exists but <1.5 dB to ceiling
- Uses ffmpeg for arbitrary precision gain
- MP3:
libmp3lamewith-q:a 0/ AAC:libfdk_aac(falls back to built-inaac) - Preserves original bitrate; requires explicit user confirmation
-
Skip — no headroom available
Every file targets -0.5 dBTP by default. This is the maximum-aggression value that AES TD1008 §7B describes for high-rate codec inputs ("may work satisfactorily with as little as -0.5 dBTP for the limiting threshold").
| File class | Ceiling | Native lossless requires |
|---|---|---|
| Lossless (FLAC, AIFF, WAV) | -0.5 dBTP | — |
| MP3 (any bitrate) | -0.5 dBTP | TP ≤ -2.0 dBTP |
| AAC/M4A (any bitrate) | -0.5 dBTP | TP ≤ -2.0 dBTP |
TD1008 has two related but distinct numbers:
- Generic delivery recommendation (§4) — "Maximum True Peak level not exceed -1 dBTP at the codec input of lossy-encoded streams." This is the pre-encode limiter threshold.
- High-rate codec relaxation (§7B) — "High-rate (e.g., 256 kbps) coders may work satisfactorily with as little as -0.5 dBTP" — also a codec-input threshold; "the limiting threshold may need to be reduced below the recommended -1.0 dBTP" for lower bit rates.
Both bullets describe the limiter that sits in front of the encoder. baken operates in the opposite position: on already-encoded delivery files. There is no further codec stage downstream to absorb additional overshoot, so the bitrate-dependent slack TD1008 grants the pre-encode limiter does not transfer to the end product. A single, codec-agnostic delivery ceiling is the correct interpretation. -0.5 dBTP is chosen because it is the most aggressive value TD1008 sanctions for any limiter in the chain; lossless and high-rate lossy files were already at -0.5, and low-rate files now stop giving up an unnecessary 0.5 dB of loudness.
See docs/true-peak-ceiling.md for a longer walk-through with citations.
| Goal | Flag | Resulting ceiling |
|---|---|---|
| Default (max-aggressive delivery) | (none) | -0.5 dBTP for all files |
| Match Spotify / Apple Music / YouTube delivery max | --tp-target -1.0 |
-1.0 dBTP for all files |
| Conservative master with extra player headroom | --tp-target -2.0 |
-2.0 dBTP for all files |
| Mirror TD1008's pre-encode interpretation | --tp-split-bitrate |
-0.5 dBTP ≥256 kbps, -1.0 dBTP <256 kbps |
--tp-target and --tp-split-bitrate are mutually exclusive. --tp-split-bitrate reproduces the pre-1.10 default exactly.
The native-lossless threshold scales with the chosen ceiling: it is always target − 1.5 dB (e.g. -0.5 → TP ≤ -2.0; -1.0 → TP ≤ -2.5; -2.0 → TP ≤ -3.5).
| Filename | Format | Bitrate (kbps) | LUFS | True Peak (dBTP) | Target (dBTP) | Headroom (dB) | Method | Effective Gain (dB) |
|---|---|---|---|---|---|---|---|---|
| track01.flac | Lossless | - | -13.3 | -3.2 | -0.5 | +2.7 | ffmpeg | +2.7 |
| track04.mp3 | MP3 | 320 | -14.0 | -5.5 | -0.5 | +5.0 | mp3rgain | +4.5 |
| track06.mp3 | MP3 | 320 | -12.0 | -1.5 | -0.5 | +1.0 | re-encode | +1.0 |
| track08.m4a | AAC | 256 | -13.0 | -4.0 | -0.5 | +3.5 | native | +3.0 |
| track10.m4a | AAC | 256 | -12.5 | -1.8 | -0.5 | +0.7 | re-encode | +0.7 |
./
├── track01.flac ← Modified
├── track04.mp3 ← Modified
├── track08.m4a ← Modified
├── subfolder/
│ └── track06.mp3 ← Modified
└── backup/ ← Created by baken
├── track01.flac ← Original
├── track04.mp3 ← Original
├── track08.m4a ← Original
└── subfolder/
└── track06.mp3 ← Original
- Files are overwritten in place after backup — Rekordbox metadata remains linked
- Only files with positive effective gain are shown and processed
- MP3/AAC native lossless requires at least 1.5dB headroom to be processed
- MP3/AAC re-encoding is opt-in and requires explicit confirmation
- macOS resource fork files (
._*) are automatically ignored
Both MP3 and AAC store a "global_gain" value as an integer. Each ±1 increment changes the gain by 2^(1/4) = ±1.5 dB. This is a format-level constraint, not a tool limitation.
baken uses the built-in mp3rgain library to directly modify this field — no decoding or re-encoding involved.
Since native lossless gain only works in 1.5 dB steps, at least 1.5 dB of headroom to the configured target ceiling is required. The threshold scales automatically:
| Target | Requires TP ≤ |
|---|---|
| -0.5 dBTP (default) | -2.0 dBTP |
-1.0 dBTP (--tp-target -1.0) |
-2.5 dBTP |
-2.0 dBTP (--tp-target -2.0) |
-3.5 dBTP |
Example: 320 kbps file at -3.5 dBTP, default target → 2 steps (+3.0 dB) → -0.5 dBTP (optimal).
At ≥256kbps, re-encoding introduces quantization noise below -90dB — far below audible threshold. Only gain is applied (no EQ, compression, or dynamics processing), and original bitrate is preserved.
Rekordbox does not expose a "sort by Key AND BPM" option in its UI. baken rbsort reads your collection.xml, sorts each target playlist by Camelot Key (1A → 12B) ascending then BPM ascending, and emits the sorted copies into a new Sorted (Key+BPM)/ folder appended to the same XML. Originals are left untouched. The layout mirrors the analyzer's backup/ directory: one container folder, each item inside keeps its source name.
This is the same idea as baken headroom applied to playlist order: Rekordbox's software-only features (Auto Gain, multi-column sort) don't follow your tracks to the CDJ. rbsort bakes Key+BPM order into the playlist itself — so when you export to USB in Rekordbox's EXPORT mode, the CDJ plays the set in that exact order with no on-deck reordering.
- Set key display to Alphanumeric (1A..12B notation) in Rekordbox: Preferences > View > Key display format > Alphanumeric.
- Export: File > Export Collection in xml format → e.g.
~/Music/rekordbox/collection.xml. - Run rbsort:
Output defaults to
# Sort every TrackID-referenced playlist in the XML baken rbsort --xml ~/Music/rekordbox/collection.xml # Or target one playlist (top-level: just the name) baken rbsort \ --xml ~/Music/rekordbox/collection.xml \ --playlist "Happy House and Trance" # Or target one nested under a folder baken rbsort \ --xml ~/Music/rekordbox/collection.xml \ --playlist "Sets/Friday"
collection-out.xmlnext to the input. Pass--output <PATH>to override. - Point Rekordbox at the output XML: Preferences > Advanced > Database > rekordbox xml > Imported Library → select
collection-out.xml, then restart Rekordbox (Rekordbox only re-reads the XML on startup). - Open the
rekordbox xmltree in the left sidebar. It is a separate tree from your main library — switch to it from the sidebar icon column on the far left (the icon labeledrekordbox xml). Inside you'll find a new folderSorted (Key+BPM)/containing each sorted playlist under its original name. - Verify the sort by clicking any playlist inside
Sorted (Key+BPM)/— tracks should run1A(lowest BPM) →1B→2A→ … →12B(highest BPM). - Drag the playlists you want from
Sorted (Key+BPM)/into your mainPlaylistscollection. Your original playlists (still inPlaylists) are unchanged. - Export to USB for CDJ: switch Rekordbox to EXPORT mode (top-left dropdown), plug in your USB / SD, then right-click the playlist → Export Playlist. CDJs read tracks in playlist order by default — your Key+BPM sort plays back on the deck in that exact order.
The sorted results live only inside the
rekordbox xml > Sorted (Key+BPM)/folder, not in your mainPlaylists. If you only see the originals, you're looking at the local library — switch sidebar trees.
| Flag | Description |
|---|---|
--xml <PATH> |
Path to collection.xml (required) |
--playlist <PATH> |
Source playlist under the Rekordbox Playlists root. Optional — if omitted, every TrackID-referenced playlist in the XML is sorted. Top-level playlists: just the name (e.g. "Happy House and Trance"). Nested: /-separate folder/playlist names (e.g. "Folder/SubFolder/MyPlaylist") |
--output <PATH> (-o) |
Output XML path. Optional — defaults to <input-stem>-out.<ext> next to the input |
--name <NAME> |
Override the sorted playlist's name. Only valid with --playlist. When sorting all playlists, each sorted copy reuses its source name |
- Primary: Camelot Key ascending —
1A → 1B → 2A → 2B → … → 12A → 12B - Secondary: BPM ascending within each key group
- Tracks with no Camelot key sort after all known keys; within a key group, tracks with BPM 0 / unanalyzed sort last
See docs/rbsort-sort-comparison.md for a 6-track walk-through showing how this compound sort differs from Rekordbox / CDJ's single-column Sort by Key and Sort by BPM.
- Requires the
Tonalityfield to be exported as 1A..12B (Rekordbox's "Alphanumeric" key display format). Non-matching values (e.g.Am,C#) are silently sorted last. - Only
KeyType="0"(TrackID-referenced) playlists are supported. In all-playlists mode, non-KeyType=0playlists are silently skipped; for a single target,rbsorterrors out. baken rbsortdoes not require ffmpeg — only theheadroomandcdjsafesubcommands do.- A single
Sorted (Key+BPM)/folder is appended inside the<PLAYLISTS>ROOT NODE, regardless of how many playlists were processed. The ROOTCountis bumped by 1.
Added in v3.0.0. Design discussion: #40.
Pre-NXS2 CDJs (CDJ-2000NXS, CDJ-2000, CDJ-900NXS, CDJ-850, …) have inconsistent or absent support for anything that isn't MP3: FLAC needs an NXS2 (2016+), and ALAC/AIFF/WAV/AAC fail on specific firmware combinations — sometimes mid-set. baken cdjsafe is the emergency-backup path: it takes a gig playlist and produces a USB-ready set of files that will play on any CDJ, with your cues and beatgrid intact.
baken cdjsafe \
--xml ~/Music/rekordbox/collection.xml \
--playlist "Sets/Friday" \
--out-dir ~/Music/cdjsafe-friday-
Reads the target playlist from your exported
collection.xml. -
Converts every track to the CDJ-safe profile — 320 kbps CBR MP3 @ 44.1 kHz, ID3v2.3 tags, artwork kept (JPEG, capped at 500×500):
Source Action FLAC, WAV, AIFF, ALAC Re-encode AAC/M4A (any bitrate) Re-encode MP3 not exactly 320 kbps CBR @ 44.1 kHz Re-encode (lossy→lossy, reported) MP3 already 320 kbps CBR @ 44.1 kHz Byte-identical copy (no generation loss, LAME header untouched) -
Emits an updated XML (default:
<input>-out.xml) where each converted track is a new entry with a fresh TrackID that inherits the source's beatgrid (TEMPO) and hot/memory cues (POSITION_MARK) verbatim, grouped in aCDJ-safe (MP3)/<playlist>folder. New entries get a[cdjsafe]marker appended to their Comments so they're distinguishable after import. -
Reports every lossy→lossy re-encode so you can refresh those tracks from lossless masters before the next gig.
If any track fails to convert, no XML is written — a partial USB defeats the point.
- Preferences > Advanced > Database > rekordbox xml > Imported Library → select the output XML, restart Rekordbox.
- Open the
rekordbox xmlsidebar tree →CDJ-safe (MP3)/<playlist>. - Right-click the imported tracks → Import to Collection. Cues and beatgrid come with them — no re-analysis needed.
- Export the playlist to USB in EXPORT mode as usual.
| Flag | Description |
|---|---|
--xml <PATH> |
Path to collection.xml (required) |
--playlist <PATH> |
Playlist to convert (required). Top-level: just the name; nested: Folder/Playlist |
--out-dir <DIR> |
Directory for the MP3 files (required; created if missing) |
--output <PATH> (-o) |
Output XML path. Defaults to <input-stem>-out.<ext> next to the input |
- The output profile is locked (320 kbps CBR / 44.1 kHz / ID3v2.3) — it's the only combination that plays reliably across the whole CDJ fleet, and CBR sidesteps Rekordbox's VBR cue-offset problem.
- ffmpeg writes a valid Xing/LAME header, so Rekordbox compensates the LAME encoder delay and cues stay sample-aligned.
- Filenames are FAT32/exFAT-sanitized; collisions get a numeric suffix.
- Requires ffmpeg (with
libmp3lame;soxrresampling is used when available).
MIT