feat: start adding server code

This commit is contained in:
2024-07-20 17:09:22 +01:00
parent c969a5280a
commit 074d96b76d
5 changed files with 93 additions and 21 deletions

View File

@@ -1,13 +1,10 @@
import torchaudio
import time
from audiocraft.models.musicgen import MusicGen
from audiocraft.data.audio import audio_write
MODEL_NAME = "facebook/musicgen-large"
MUSIC_DURATION_SECONDS = 60
print(f"getting {MODEL_NAME}...")
model = MusicGen.get_pretrained(MODEL_NAME)
model.set_generation_params(duration=MUSIC_DURATION_SECONDS)
descriptions = [
@@ -15,25 +12,20 @@ descriptions = [
"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"
"morning lo-fi beats",
]
print("model obtained. generating wav files...")
a = time.time()
def generate(offset=0):
wav = model.generate(descriptions)
wav = model.generate(descriptions)
b = time.time()
print(f"{len(wav)} generated. took {b - a} seconds.")
for idx, one_wav in enumerate(wav):
# Will save under {idx}.wav, with loudness normalization at -14 db LUFS.
audio_write(
f"{idx}",
one_wav.cpu(),
model.sample_rate,
strategy="loudness",
loudness_compressor=True,
)
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,
)