ardianfe/stable-audio-2 📝🔢❓ → ❓
About
music generation with fine tuned stable audio
Example Output
Prompt:
"acoustic guitar"
Output
Performance Metrics
15.78s
Prediction Time
63.98s
Total Time
All Input Parameters
{ "seed": -1, "steps": 100, "prompt": "acoustic guitar", "song_id": 10001, "cfg_scale": 6, "sigma_max": 500, "sigma_min": 0.03, "batch_size": 1, "sampler_type": "dpmpp-3m-sde", "output_format": "mp3", "seconds_start": 0, "seconds_total": 60, "negative_prompt": "", "init_noise_level": 1 }
Input Parameters
- key (required)
- key password
- seed
- steps
- prompt (required)
- song_id (required)
- song id to store to GCS
- cfg_scale
- sigma_max
- sigma_min
- batch_size
- sampler_type
- output_format
- Output format for generated audio.
- seconds_start
- seconds_total
- negative_prompt
- init_noise_level
Output Schema
Output
Example Execution Logs
Prompt: acoustic guitar 2228991867 /src/stable_audio_tools/models/conditioners.py:314: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(dtype=torch.float16) and torch.set_grad_enabled(self.enable_grad): /src/stable_audio_tools/inference/sampling.py:177: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(): 0%| | 0/100 [00:00<?, ?it/s]/root/.pyenv/versions/3.10.14/lib/python3.10/contextlib.py:103: FutureWarning: `torch.backends.cuda.sdp_kernel()` is deprecated. In the future, this context manager will be removed. Please see `torch.nn.attention.sdpa_kernel()` for the new context manager, with updated signature. self.gen = func(*args, **kwds) 1%| | 1/100 [00:00<00:18, 5.39it/s] 2%|▏ | 2/100 [00:00<00:13, 7.33it/s] 3%|▎ | 3/100 [00:00<00:11, 8.28it/s] 4%|▍ | 4/100 [00:00<00:10, 8.84it/s] 5%|▌ | 5/100 [00:00<00:10, 9.17it/s] 6%|▌ | 6/100 [00:00<00:10, 9.39it/s] 7%|▋ | 7/100 [00:00<00:09, 9.54it/s] 8%|▊ | 8/100 [00:00<00:09, 9.63it/s] 9%|▉ | 9/100 [00:00<00:09, 9.70it/s] 10%|█ | 10/100 [00:01<00:09, 9.75it/s] 11%|█ | 11/100 [00:01<00:09, 9.78it/s] 12%|█▏ | 12/100 [00:01<00:08, 9.82it/s] 13%|█▎ | 13/100 [00:01<00:08, 9.83it/s] 14%|█▍ | 14/100 [00:01<00:08, 9.85it/s] 15%|█▌ | 15/100 [00:01<00:08, 9.84it/s] 16%|█▌ | 16/100 [00:01<00:08, 9.84it/s] 17%|█▋ | 17/100 [00:01<00:08, 9.85it/s] 18%|█▊ | 18/100 [00:01<00:08, 9.84it/s] 19%|█▉ | 19/100 [00:02<00:08, 9.81it/s] 20%|██ | 20/100 [00:02<00:08, 9.83it/s] 21%|██ | 21/100 [00:02<00:08, 9.82it/s] 22%|██▏ | 22/100 [00:02<00:07, 9.83it/s] 23%|██▎ | 23/100 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9.99it/s]/root/.pyenv/versions/3.10.14/lib/python3.10/site-packages/torchsde/_brownian/brownian_interval.py:599: UserWarning: Should have ta>=t0 but got ta=0.029999999329447746 and t0=0.03. warnings.warn(f"Should have ta>=t0 but got ta={ta} and t0={self._start}.") 100%|██████████| 100/100 [00:10<00:00, 10.10it/s] 100%|██████████| 100/100 [00:10<00:00, 9.83it/s] ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Guessed Channel Layout for Input Stream #0.0 : stereo Input #0, wav, from 'output.wav': Metadata: encoder : Lavf58.76.100 Duration: 00:01:00.98, bitrate: 1411 kb/s Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 44100 Hz, stereo, s16, 1411 kb/s Stream mapping: Stream #0:0 -> #0:0 (pcm_s16le (native) -> mp3 (libmp3lame)) Press [q] to stop, [?] for help Output #0, mp3, to 'output.mp3': Metadata: TSSE : Lavf58.76.100 Stream #0:0: Audio: mp3, 44100 Hz, stereo, s16p Metadata: encoder : Lavc58.134.100 libmp3lame size= 0kB time=00:00:00.00 bitrate=N/A speed=N/A size= 512kB time=00:00:33.72 bitrate= 124.4kbits/s speed=67.4x size= 954kB time=00:01:00.97 bitrate= 128.1kbits/s speed=76.4x video:0kB audio:953kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.025913% Success: {'message': 'Song state with id 10001 updated successfully'}
Version Details
- Version ID
6761efad154cb36efc2b10bb5432b561e3ce2557130557b34f9fd4874a894c84
- Version Created
- November 25, 2024