Spaces:
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Add counter, CSV logging, secret-gated ZIP download
Browse files
README.md
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title: Spell Recorder
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emoji: ✨
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colorFrom: indigo
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colorTo: purple
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colorBottom: purple
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sdk: gradio
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app_file: app.py
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pinned: false
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license: mit
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short_description: Collect microphone recordings for six spells
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---
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On
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# Spell Recorder (Gradio)
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Collect microphone recordings for a small set of Harry Potter spells and save them to disk for training a classifier.
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Spells collected:
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- Lumos
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- Nox
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- Alohomora
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- Wingardium Leviosa
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- Accio
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- Reparo
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## How it works
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- Enter a username (used in filenames; sanitized to safe characters).
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- Record with your microphone (preferred) or upload an audio file for any spell.
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- Click Submit.
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- The app will save any provided recordings to `recordings/` as 16 kHz mono WAVs named: `<spell>_<username>_<timestamp>.wav`.
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- A live counter shows how many spells are selected (recorded/uploaded) before submitting.
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- A CSV log is written to `recordings/log.csv` with columns: `timestamp_ms, session_id, username, spell, filename`.
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- You can prepare a ZIP of this session's saved files if you enter the correct download key.
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## Run locally
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Requirements (see `requirements.txt`):
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- gradio
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- numpy
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- soundfile
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- scipy
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On Windows PowerShell:
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```powershell
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python -m venv .venv
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.\.venv\Scripts\Activate.ps1
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pip install -r requirements.txt
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python app.py
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```
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Then open the printed local URL in your browser.
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## Deploy on Hugging Face Spaces
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1. Create a new Space (Gradio) in your account.
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2. Upload `app.py`, `requirements.txt`, and optionally `README.md`.
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3. Spaces will auto-build and run the app.
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4. Recordings will be saved inside the Space's `recordings/` directory. You can download them from the Space files tab or via `git lfs` if you commit them.
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Notes:
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- Microphone recording is enabled in the browser; no need to upload.
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- If you need more durable storage or collaboration, consider pushing saved WAVs to a dataset repo programmatically.
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### Enable password-protected ZIP download
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Set a Space secret so only people with the key can generate a ZIP of their session files:
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- Go to your Space → Settings → Variables and secrets
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- Add a secret named `ZIP_DOWNLOAD_KEY` with your chosen value
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- In the app UI, paste that key into the "Download Key" field before clicking "Prepare ZIP"
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## Privacy and consent
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- Only collect voices from people who consent to being recorded.
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- Consider informing contributors how their audio will be used and stored.
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- Do not collect sensitive information in the username.
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## Why 16 kHz mono?
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Standardizing sample rate and channels simplifies downstream model training and reduces storage.
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app.py
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import os
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import json
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import re
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import time
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import math
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import numpy as np
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import gradio as gr
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import soundfile as sf
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from scipy.signal import resample_poly
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from pymongo import MongoClient
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import gridfs
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# Output directory for saved recordings
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OUT_DIR = "recordings"
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os.makedirs(OUT_DIR, exist_ok=True)
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# Fixed target sample rate for ML training
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TARGET_SR = 16000
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return resample_poly(audio, up=up, down=down)
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def
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"""Load an audio file path (from mic/upload), process to 16k mono, and save.
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Returns saved file path or None if no audio provided.
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"""
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if not filepath:
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return None
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out_path = os.path.join(OUT_DIR, fname)
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sf.write(out_path, audio, TARGET_SR, subtype="PCM_16")
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return out_path
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def _parse_meta_from_filename(basename: str) -> Tuple[str, str, Optional[int]]:
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"""Parse (spell_slug, username, timestamp) from `<spell_slug>_<username>_<ts>.wav`."""
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name = basename
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if name.endswith(".wav"):
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name = name[:-4]
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parts = name.split("_")
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if len(parts) < 3:
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return name, "", None
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try:
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ts = int(parts[-1])
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except Exception:
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ts = None
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username = parts[-2]
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spell_slug = "_".join(parts[:-2])
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return spell_slug, username, ts
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def upload_recordings_to_mongo(paths: Sequence[str]) -> Tuple[int, Optional[str]]:
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"""Upload files to MongoDB using GridFS.
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Env configuration:
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- MONGO_URI: connection string (e.g., mongodb+srv://user:pass@cluster/)
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- MONGO_DB: database name (default: spells)
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- GRIDFS_BUCKET: GridFS bucket prefix (default: fs)
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Returns (uploaded_count, error_message).
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"""
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if not paths:
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return 0, None
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if not (MongoClient and gridfs):
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return 0, "pymongo/gridfs not installed."
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uri = os.getenv("MONGO_URI")
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if not uri:
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return 0, "Missing MONGO_URI."
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db_name = os.getenv("MONGO_DB", "spells")
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bucket = os.getenv("GRIDFS_BUCKET", "fs")
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try:
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client = MongoClient(uri, serverSelectionTimeoutMS=5000)
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# quick connectivity check
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client.admin.command("ping")
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db = client[db_name]
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fs = gridfs.GridFS(db, collection=bucket)
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except Exception as e:
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return 0, f"Mongo connect error: {e}"
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uploaded = 0
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try:
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for p in paths:
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if not os.path.isfile(p):
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continue
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base = os.path.basename(p)
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spell_slug, username, ts = _parse_meta_from_filename(base)
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with open(p, "rb") as f:
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fs.put(
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f.read(),
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filename=base,
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contentType="audio/wav",
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metadata={
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"spell": spell_slug,
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"username": username,
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"timestamp": ts,
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"path": p,
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},
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)
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uploaded += 1
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except Exception as e:
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return uploaded, f"Mongo upload error: {e}"
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finally:
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try:
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client.close()
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except Exception:
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pass
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return uploaded, None
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def submit_recordings(
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wingardium_path: Optional[str],
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accio_path: Optional[str],
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reparo_path: Optional[str],
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user = sanitize_username(username)
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pairs: List[Tuple[str, Optional[str]]] = [
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]
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saved = []
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saved_paths: List[str] = []
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skipped = []
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for spell, path in pairs:
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out = save_one_from_path(path, spell, user)
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if out:
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-
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-
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else:
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skipped.append(spell)
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lines
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if saved:
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lines.append("Saved recordings
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lines += [f"- {s}" for s in saved]
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if skipped:
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lines.append("")
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lines.append("Missing (not provided):")
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lines += [f"- {s}" for s in skipped]
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if not lines:
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return "No audio captured. Please record at least one spell."
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mup, merr = upload_recordings_to_mongo(saved_paths)
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lines.append("")
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if merr:
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lines.append(f"Mongo upload attempted: {mup} succeeded, error: {merr}")
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else:
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lines.append(f"Mongo upload: {mup} file(s) stored in GridFS.")
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return "\n".join(lines)
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def build_ui() -> gr.Blocks:
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with gr.Blocks(title="Spell Recorder") as demo:
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gr.Markdown("""
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with gr.Row():
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username = gr.Textbox(label="Your Name (for filename)", placeholder="e.g., harry_p", autofocus=True)
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with gr.Row():
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with gr.Column():
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accio = gr.Audio(label="Accio", sources=["microphone", "upload"], type="filepath")
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reparo = gr.Audio(label="Reparo", sources=["microphone", "upload"], type="filepath")
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submit = gr.Button("Submit")
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result = gr.Markdown()
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submit.click(
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fn=submit_recordings,
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inputs=[username, lumos, nox, alohomora, wingardium, accio, reparo],
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outputs=[result],
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)
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gr.Markdown("""
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return demo
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import os
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import re
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import time
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import math
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import csv
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import uuid
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import zipfile
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from typing import List, Tuple, Optional
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import numpy as np
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import gradio as gr
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import soundfile as sf
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from scipy.signal import resample_poly
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# Output directory for saved recordings
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OUT_DIR = "recordings"
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os.makedirs(OUT_DIR, exist_ok=True)
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ZIP_DIR = os.path.join(OUT_DIR, "zips")
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os.makedirs(ZIP_DIR, exist_ok=True)
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LOG_CSV = os.path.join(OUT_DIR, "log.csv")
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# Fixed target sample rate for ML training
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TARGET_SR = 16000
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return resample_poly(audio, up=up, down=down)
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def ensure_log_header():
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if not os.path.exists(LOG_CSV):
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with open(LOG_CSV, mode="w", newline="", encoding="utf-8") as f:
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writer = csv.writer(f)
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writer.writerow(["timestamp_ms", "session_id", "username", "spell", "filename"]) # header
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def log_row(timestamp_ms: int, session_id: str, username: str, spell: str, filename: str) -> None:
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ensure_log_header()
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with open(LOG_CSV, mode="a", newline="", encoding="utf-8") as f:
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writer = csv.writer(f)
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writer.writerow([timestamp_ms, session_id, username, spell, filename])
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def save_one_from_path(filepath: Optional[str], spell: str, username: str) -> Optional[Tuple[str, int]]:
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"""Load an audio file path (from mic/upload), process to 16k mono, and save.
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Returns (saved file path, timestamp_ms) or None if no audio provided.
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"""
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if not filepath:
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return None
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out_path = os.path.join(OUT_DIR, fname)
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sf.write(out_path, audio, TARGET_SR, subtype="PCM_16")
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return out_path, ts
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| 105 |
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| 106 |
|
| 107 |
def submit_recordings(
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|
| 112 |
wingardium_path: Optional[str],
|
| 113 |
accio_path: Optional[str],
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| 114 |
reparo_path: Optional[str],
|
| 115 |
+
session_id: str,
|
| 116 |
+
session_files: List[str],
|
| 117 |
+
) -> Tuple[str, List[str], int]:
|
| 118 |
user = sanitize_username(username)
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| 119 |
|
| 120 |
pairs: List[Tuple[str, Optional[str]]] = [
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|
| 127 |
]
|
| 128 |
|
| 129 |
saved = []
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|
| 130 |
skipped = []
|
| 131 |
+
newly_saved_paths: List[str] = []
|
| 132 |
+
|
| 133 |
for spell, path in pairs:
|
| 134 |
out = save_one_from_path(path, spell, user)
|
| 135 |
if out:
|
| 136 |
+
out_path, ts = out
|
| 137 |
+
saved.append(f"{spell} -> {os.path.basename(out_path)}")
|
| 138 |
+
newly_saved_paths.append(out_path)
|
| 139 |
+
# CSV log
|
| 140 |
+
log_row(ts, session_id, user, spell, os.path.basename(out_path))
|
| 141 |
else:
|
| 142 |
skipped.append(spell)
|
| 143 |
|
| 144 |
+
lines = []
|
| 145 |
if saved:
|
| 146 |
+
lines.append("Saved recordings:")
|
| 147 |
lines += [f"- {s}" for s in saved]
|
| 148 |
if skipped:
|
| 149 |
lines.append("")
|
| 150 |
lines.append("Missing (not provided):")
|
| 151 |
lines += [f"- {s}" for s in skipped]
|
| 152 |
if not lines:
|
| 153 |
+
return "No audio captured. Please record at least one spell.", session_files, 0
|
| 154 |
+
|
| 155 |
+
# Update session files list
|
| 156 |
+
session_files = list(session_files or []) + newly_saved_paths
|
| 157 |
+
return "\n".join(lines), session_files, len(newly_saved_paths)
|
| 158 |
+
|
| 159 |
+
|
| 160 |
+
def count_selected(
|
| 161 |
+
lumos_path: Optional[str],
|
| 162 |
+
nox_path: Optional[str],
|
| 163 |
+
alohomora_path: Optional[str],
|
| 164 |
+
wingardium_path: Optional[str],
|
| 165 |
+
accio_path: Optional[str],
|
| 166 |
+
reparo_path: Optional[str],
|
| 167 |
+
) -> str:
|
| 168 |
+
paths = [lumos_path, nox_path, alohomora_path, wingardium_path, accio_path, reparo_path]
|
| 169 |
+
n = sum(1 for p in paths if p)
|
| 170 |
+
return f"Selected: {n}/6"
|
| 171 |
+
|
| 172 |
+
|
| 173 |
+
def prepare_zip(download_key: str, session_files: List[str]) -> Tuple[Optional[str], str]:
|
| 174 |
+
expected = os.getenv("ZIP_DOWNLOAD_KEY", "")
|
| 175 |
+
if not expected:
|
| 176 |
+
return None, "Download disabled: ZIP_DOWNLOAD_KEY not set in environment."
|
| 177 |
+
if (download_key or "").strip() != expected:
|
| 178 |
+
return None, "Invalid key. Please enter the correct download key."
|
| 179 |
+
files = [p for p in (session_files or []) if p and os.path.exists(p)]
|
| 180 |
+
if not files:
|
| 181 |
+
return None, "No files in this session to zip. Submit recordings first."
|
| 182 |
+
|
| 183 |
+
session_id = uuid.uuid4().hex[:8]
|
| 184 |
+
ts = int(time.time() * 1000)
|
| 185 |
+
zip_path = os.path.join(ZIP_DIR, f"submissions_{session_id}_{ts}.zip")
|
| 186 |
+
with zipfile.ZipFile(zip_path, mode="w", compression=zipfile.ZIP_DEFLATED) as zf:
|
| 187 |
+
for f in files:
|
| 188 |
+
zf.write(f, arcname=os.path.basename(f))
|
| 189 |
+
return zip_path, f"Prepared ZIP with {len(files)} files."
|
| 190 |
|
|
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|
| 191 |
|
|
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|
| 192 |
def build_ui() -> gr.Blocks:
|
| 193 |
with gr.Blocks(title="Spell Recorder") as demo:
|
| 194 |
+
gr.Markdown("""
|
| 195 |
+
# Spell Recorder
|
| 196 |
+
Record any of the listed spells and press Submit. You can use your microphone directly (preferred) or upload a file.
|
| 197 |
+
|
| 198 |
+
Spells to collect: Lumos, Nox, Alohomora, Wingardium Leviosa, Accio, Reparo.
|
| 199 |
+
""")
|
| 200 |
+
|
| 201 |
+
# Per-session state
|
| 202 |
+
session_id = gr.State(uuid.uuid4().hex)
|
| 203 |
+
session_files = gr.State([]) # paths saved during this session
|
| 204 |
|
| 205 |
with gr.Row():
|
| 206 |
+
username = gr.Textbox(label="Your Name (for filename)", placeholder="e.g., harry_p" , autofocus=True)
|
| 207 |
|
| 208 |
with gr.Row():
|
| 209 |
with gr.Column():
|
|
|
|
| 215 |
accio = gr.Audio(label="Accio", sources=["microphone", "upload"], type="filepath")
|
| 216 |
reparo = gr.Audio(label="Reparo", sources=["microphone", "upload"], type="filepath")
|
| 217 |
|
| 218 |
+
with gr.Row():
|
| 219 |
+
selected_counter = gr.Markdown(value="Selected: 0/6")
|
| 220 |
+
|
| 221 |
submit = gr.Button("Submit")
|
| 222 |
result = gr.Markdown()
|
| 223 |
+
submitted_count = gr.Number(label="New files saved this submit", value=0)
|
| 224 |
+
|
| 225 |
+
# Download section (password-gated)
|
| 226 |
+
with gr.Row():
|
| 227 |
+
download_key = gr.Textbox(label="Download Key", type="password", placeholder="Enter key to enable ZIP download")
|
| 228 |
+
with gr.Row():
|
| 229 |
+
zip_btn = gr.Button("Prepare ZIP of my session files")
|
| 230 |
+
zip_file = gr.File(label="Download ZIP", interactive=False)
|
| 231 |
+
zip_status = gr.Markdown()
|
| 232 |
|
| 233 |
submit.click(
|
| 234 |
fn=submit_recordings,
|
| 235 |
+
inputs=[username, lumos, nox, alohomora, wingardium, accio, reparo, session_id, session_files],
|
| 236 |
+
outputs=[result, session_files, submitted_count],
|
| 237 |
+
)
|
| 238 |
+
|
| 239 |
+
# Live counter updates when any audio input changes
|
| 240 |
+
for comp in [lumos, nox, alohomora, wingardium, accio, reparo]:
|
| 241 |
+
comp.change(
|
| 242 |
+
fn=count_selected,
|
| 243 |
+
inputs=[lumos, nox, alohomora, wingardium, accio, reparo],
|
| 244 |
+
outputs=[selected_counter],
|
| 245 |
+
)
|
| 246 |
+
|
| 247 |
+
# Prepare ZIP on demand (password protected)
|
| 248 |
+
zip_btn.click(
|
| 249 |
+
fn=prepare_zip,
|
| 250 |
+
inputs=[download_key, session_files],
|
| 251 |
+
outputs=[zip_file, zip_status],
|
| 252 |
)
|
| 253 |
|
| 254 |
+
gr.Markdown("""
|
| 255 |
+
Notes:
|
| 256 |
+
- Files are saved in the app's `recordings/` folder using: `<spell>_<username>_<timestamp>.wav`.
|
| 257 |
+
- 16 kHz mono WAV is used to make model training consistent.
|
| 258 |
+
- You don't have to record all spells at once—submit whatever you have.
|
| 259 |
+
- A CSV log is kept at `recordings/log.csv` with username, spell, timestamp, filename.
|
| 260 |
+
- To enable ZIP download, set the secret env var `ZIP_DOWNLOAD_KEY` in your Space Settings → Variables & secrets.
|
| 261 |
+
""")
|
| 262 |
|
| 263 |
return demo
|
| 264 |
|