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infinifi/server.py
2024-07-21 17:34:09 +01:00

89 lines
1.9 KiB
Python

import threading
import modal
from contextlib import asynccontextmanager
from fastapi import FastAPI
from fastapi.responses import FileResponse
from fastapi.staticfiles import StaticFiles
from audiocraft.data.audio import audio_write
# the index of the current audio track from 0 to 9
current_index = -1
# the timer that periodically advances the current audio track
t = None
prompts = [
"gentle, calming lo-fi beats that helps with studying and focusing",
"calm, piano lo-fi beats to help with studying and focusing",
"gentle lo-fi hip-hop to relax to",
"gentle, quiet synthwave lo-fi beats",
"morning lo-fi beats",
]
model = modal.Cls.lookup("infinifi", "Model")
@asynccontextmanager
async def lifespan(app: FastAPI):
advance()
yield
if t:
t.cancel()
def generate_new_audio():
global current_index
offset = 0
wav = []
if current_index == 0:
offset = 5
wav = model.generate.remote(prompts)
elif current_index == 5:
offset = 0
wav = model.generate.remote(prompts)
else:
return
print("generating new audio...")
for idx, one_wav in enumerate(wav):
# Will save under {idx}.wav, with loudness normalization at -14 db LUFS.
audio_write(
f"{idx + offset}",
one_wav.cpu(),
model.sample_rate,
format="mp3",
strategy="loudness",
loudness_compressor=True,
)
print("audio generated.")
def advance():
global current_index, t
if current_index == 9:
current_index = 0
else:
current_index = current_index + 1
threading.Thread(target=generate_new_audio).start()
t = threading.Timer(60, advance)
t.start()
app = FastAPI(lifespan=lifespan)
@app.get("/current.mp3")
def get_current_audio():
print("hello")
return FileResponse(f"{current_index}.mp3")
app.mount("/", StaticFiles(directory="web", html=True), name="web")