DS553Test / app.py
kshahnathwani's picture
Adding chord functionality
6870c62 verified
# app.py
import gradio as gr
from typing import List, Tuple
import re
# ----- Pitch utilities -----
SHARP_NAMES = ["C","C#","D","D#","E","F","F#","G","G#","A","A#","B"]
FLAT_NAMES = ["C","Db","D","Eb","E","F","Gb","G","Ab","A","Bb","B"]
NAME_TO_PC = {
# naturals
"C":0, "D":2, "E":4, "F":5, "G":7, "A":9, "B":11,
# sharps
"C#":1, "D#":3, "F#":6, "G#":8, "A#":10,
# flats
"Db":1, "Eb":3, "Gb":6, "Ab":8, "Bb":10,
# unicode ♯/♭
"C♯":1, "D♯":3, "F♯":6, "G♯":8, "A♯":10,
"D♭":1, "E♭":3, "G♭":6, "A♭":8, "B♭":10,
}
# Common chord templates: set of intervals from root (0 always present)
CHORD_TEMPLATES = {
(0,4,7): ("major triad", ""),
(0,3,7): ("minor triad", "m"),
(0,3,6): ("diminished triad", "dim"),
(0,4,8): ("augmented triad", "+"),
(0,2,7): ("sus2", "sus2"),
(0,5,7): ("sus4", "sus4"),
(0,4,7,10): ("dominant 7th", "7"),
(0,4,7,11): ("major 7th", "maj7"),
(0,3,7,10): ("minor 7th", "m7"),
(0,3,6,10): ("half-diminished (m7♭5)", "m7b5"),
(0,3,6,9): ("diminished 7th", "dim7"),
(0,3,7,11): ("minor major 7th", "m(maj7)"),
(0,4,7,9): ("major 6th", "6"),
(0,3,7,9): ("minor 6th", "m6"),
}
ADD_TONES = {
2: ("add9", "add9"), # treat 2 as add9
9: ("add9", "add9"),
11: ("add11", "add11"),
6: ("add13", "add13"),
}
SUS_OVERLAPS = {(0,2,7), (0,5,7)}
NOTE_TOKEN_RE = re.compile(r"[A-Ga-g](?:#|b|♯|♭)?")
def pc_name(pc: int, prefer_flats: bool) -> str:
return (FLAT_NAMES if prefer_flats else SHARP_NAMES)[pc % 12]
def parse_notes(user_text: str) -> Tuple[List[int], bool, List[str]]:
"""Return (pitch_classes, prefer_flats, original_tokens)."""
tokens = NOTE_TOKEN_RE.findall(user_text)
tokens = [t.upper().replace("♯", "#").replace("♭", "b") for t in tokens]
prefer_flats = any("B" in t and len(t)>1 for t in tokens) or any("b" in t for t in tokens)
pcs = []
for t in tokens:
if t in NAME_TO_PC:
pcs.append(NAME_TO_PC[t])
# dedupe while preserving order
seen = set()
pcs_unique = []
for p in pcs:
if p not in seen:
pcs_unique.append(p)
seen.add(p)
return pcs_unique, prefer_flats, tokens
def intervals_from_root(pcs: List[int], root: int) -> Tuple[int,...]:
ints = sorted(((p - root) % 12) for p in pcs)
if 0 not in ints:
ints = (0,) + tuple(i for i in ints)
return tuple(sorted(set(ints)))
def describe_chord(pcs: List[int], prefer_flats: bool) -> str:
if len(pcs) < 3:
return "Please provide at least 3 distinct note names (e.g., C E G or C, Eb, G)."
matches = []
for root in pcs: # try each included pitch as potential root
base_ints = intervals_from_root(pcs, root)
# Try exact template match first (triads/sevenths/6ths/etc.)
if base_ints in CHORD_TEMPLATES:
qual_name, suffix = CHORD_TEMPLATES[base_ints]
matches.append((root, qual_name, suffix, []))
continue
# Try triad with added tones (add9/add11/add13)
# Identify a triad subset and extra tones
for triad in [(0,4,7), (0,3,7), (0,3,6), (0,4,8)]:
triad_set = set(triad)
if triad_set.issubset(set(base_ints)):
extras = sorted(set(base_ints) - triad_set)
add_suffixes = []
for e in extras:
if e in ADD_TONES:
add_suffixes.append(ADD_TONES[e][1])
if add_suffixes:
qual_name, suffix = CHORD_TEMPLATES.get(triad, ("triad",""))
matches.append((root, f"{qual_name} with {'/'.join(add_suffixes)}", suffix + ("" if not add_suffixes else ("("+" ".join(add_suffixes)+")")), extras))
# sus chords (if match) possibly with added tones
for sus in [(0,2,7), (0,5,7)]:
if set(sus).issubset(set(base_ints)):
extras = sorted(set(base_ints) - set(sus))
add_suffixes = []
for e in extras:
if e in ADD_TONES:
add_suffixes.append(ADD_TONES[e][1])
qual_name, suffix = CHORD_TEMPLATES[sus]
matches.append((root, qual_name + (" with "+"/".join(add_suffixes) if add_suffixes else ""), suffix + ("" if not add_suffixes else ("("+" ".join(add_suffixes)+")")), extras))
if not matches:
# fallback: show interval set relative to lowest note as a hint
root_guess = min(pcs)
ints = intervals_from_root(pcs, root_guess)
return (
"I couldn't confidently name that chord. Interval set from {}: {}.\n"
"Try removing extensions/duplicates or check note spelling (sharps vs flats)."
).format(pc_name(root_guess, prefer_flats), ",".join(str(i) for i in ints))
# Rank matches: prefer templates with no ambiguous extras, prefer 7th/6th over triad with adds, then by root being lowest provided note
def rank(m):
root, qual_name, suffix, extras = m
score = 0
if "7" in suffix or "6" in suffix:
score += 2
if not extras:
score += 1
if root == min(pcs):
score += 0.5
return -score
matches.sort(key=rank)
# Build a readable response listing top 1-3 candidates
top = matches[:3]
lines = []
for i,(root, qual_name, suffix, extras) in enumerate(top, start=1):
name = pc_name(root, prefer_flats)
symbol = name + (suffix if suffix else "")
spelled = ", ".join(pc_name(p, prefer_flats) for p in sorted(set(pcs)))
lines.append(f"{i}. {symbol}{qual_name} (notes: {spelled})")
# Inversion hint (best-effort): if lowest note isn't the chosen root, suggest slash chord
chosen_root = top[0][0]
lowest = min(pcs)
if lowest != chosen_root:
lines[0] += f" — likely {pc_name(chosen_root, prefer_flats)}/{pc_name(lowest, prefer_flats)}"
return "\n".join(lines)
def answer(message: str, history: List[Tuple[str,str]]):
pcs, prefer_flats, tokens = parse_notes(message)
if not tokens:
return (
"Tell me 3+ notes (e.g., 'C E G' or 'Db, F, Ab, C'). "
"I support #/b and unicode ♯/♭."
)
return describe_chord(pcs, prefer_flats)
def example_inputs():
return [
"C E G",
"D F# A C",
"C Eb G Bb",
"F A C D",
"G Bb D F",
"Db F Ab C",
"C D G",
"A C E G#",
"E G# B D",
"C Eb Gb A"
]
with gr.Blocks(theme=gr.themes.Soft()) as demo:
gr.Markdown("""
# 🎵 Note → Chord Chatbot
Type 3 or more note names and I'll guess the chord (triads, 7ths, 6ths, sus, and common add tones).
- Accepted formats: `C E G`, `Db, F, Ab, C`, `G-B-D-F`, etc.
- Sharps/flats: `#`, `b`, or unicode `♯` `♭`.
""")
chat = gr.ChatInterface(
fn=answer,
examples=[[e] for e in example_inputs()],
title="Chord Identifier",
retry_btn=None,
undo_btn="Delete last turn",
clear_btn="Clear",
textbox=gr.Textbox(placeholder="e.g., C E G or Db, F, Ab", label="Your notes"),
)
if __name__ == "__main__":
demo.launch()