James Betker
3b19581f9a
Allow num_resblocks to specified per-level
2021-10-14 11:26:04 -06:00
James Betker
83798887a8
Mods to support unet diffusion vocoder with conditioning
2021-10-13 21:23:18 -06:00
James Betker
33120cb35c
Add norming to discretization_loss
2021-10-06 17:10:50 -06:00
James Betker
f2977d360c
Allow attention_dim in channel attention to be specified, add converter
2021-10-05 17:29:38 -06:00
James Betker
9c0d7288ea
Discretization loss attempt
2021-10-04 20:59:21 -06:00
James Betker
66f99a159c
Rev2
2021-10-03 15:20:50 -06:00
James Betker
09f373e3b1
Add dvae with channel attention
2021-10-03 10:52:01 -06:00
James Betker
0396a9d2ca
Increase baseline codes recording across all dvae models
2021-09-30 08:09:07 -06:00
James Betker
f84ccbdfb2
Fix quantizer with balancing_heuristic
2021-09-29 14:46:05 -06:00
James Betker
4914c526dc
More cleanup
2021-09-29 14:24:49 -06:00
James Betker
6e550edfe3
Attentive dvae
2021-09-29 14:17:29 -06:00
James Betker
55b58fb67f
Clean up codebase
...
Remove stuff that I'm likely not going to use again (or generally failed experiments)
2021-09-29 09:21:44 -06:00
James Betker
4d1a42e944
Add switchnorm to gumbel_quantizer
2021-09-24 18:49:25 -06:00
James Betker
ac57cdc794
Add scheduling to quantizer, enable cudnn_benchmarking to be disabled
2021-09-24 17:01:36 -06:00
James Betker
3e64e847c2
Gumbel quantizer
2021-09-23 23:32:03 -06:00
James Betker
c5297ccec6
Add dvae balancing heuristic
2021-09-23 21:19:36 -06:00
James Betker
e24c619387
Fix
2021-09-23 16:07:58 -06:00
James Betker
6833048bf7
Alterations to diffusion_dvae so it can be used directly on spectrograms
2021-09-23 15:56:25 -06:00
James Betker
5c8d266d4f
chk
2021-09-17 09:15:36 -06:00
James Betker
a6544f1684
More checkpointing fixes
2021-09-16 23:12:43 -06:00
James Betker
94899d88f3
Fix overuse of checkpointing
2021-09-16 23:00:28 -06:00
James Betker
f78ce9d924
Get diffusion_dvae ready for prime time!
2021-09-16 22:43:10 -06:00
James Betker
6f48674647
Support diffusion models with extra return values & inference in diffusion_dvae
2021-09-16 10:53:46 -06:00
James Betker
0382660159
Get diffusion_dvae functional
2021-09-14 17:43:31 -06:00
James Betker
76e2c497f7
Improvements to splitter
2021-09-09 23:34:56 -06:00
James Betker
742f9b4010
Batch spleeter cleaner using GPU
2021-09-09 23:14:32 -06:00
James Betker
73b930c0f6
Add diffusion_dvae
...
Increase split_on_silence interval
2021-09-09 16:22:05 -06:00
James Betker
b8f2e0f452
mydvae
2021-09-06 17:45:30 -06:00
James Betker
3e073cff85
Set kernel_size in diffusion_vocoder
2021-09-01 08:33:46 -06:00
James Betker
dabd87246d
Add unet_diffusion_vocoder
2021-08-31 14:38:33 -06:00
James Betker
909754cc27
Add find_faulty_files.py
2021-08-25 18:00:43 -06:00
James Betker
08b33c8e3a
Support silu activation
2021-08-25 09:03:14 -06:00
James Betker
67bf7f5219
dvae mods
...
Trying to squeeze as much performance out of this net as possible
2021-08-25 08:55:13 -06:00
James Betker
b521d94b01
Make gpt-asr more configurable
2021-08-19 16:33:41 -06:00
James Betker
570ed327ed
Stop dataset - attempt #2
2021-08-18 18:29:38 -06:00
James Betker
17453ccbe8
Revert mods to lrdvae
...
They didn't really change anything
2021-08-17 09:09:29 -06:00
James Betker
8332923f5c
Two more tools to test the audio segmentor
2021-08-17 09:09:11 -06:00
James Betker
1fede41b7b
Audio segmentor
2021-08-16 22:51:53 -06:00
James Betker
729c1fd5a9
Fix up max lengths to save memory
2021-08-15 21:29:28 -06:00
James Betker
9e47e64d5a
Add gpt_segmentor model
...
The idea is to specifically train a model that extracts phrases from
audio clips.
2021-08-15 21:23:07 -06:00
James Betker
a826d5f658
Mods to dvae
...
- Add resblock to each layer
- Increase filter size for each layer
- Use SiLU
2021-08-15 20:54:10 -06:00
James Betker
b8bec22f1a
Fix gpt_asr inference bug
2021-08-15 20:53:42 -06:00
James Betker
a523c4f932
Auto-normalize wav files by data type
2021-08-15 09:09:51 -06:00
James Betker
98057b6516
Make lrdvae use quantized mode in eval()
2021-08-14 23:43:01 -06:00
James Betker
ad3391bd96
Fix nan issue when interpolating audio
2021-08-14 20:42:01 -06:00
James Betker
d6a73acaed
Allow processing of multiple audio sources at once from nv_tacotron_dataset
2021-08-14 16:04:05 -06:00
James Betker
007976082b
GPT_asr for inference
2021-08-14 14:37:17 -06:00
James Betker
e1bdd3f7c7
Fix gpt_asr bug. Initial implementation of beam search
2021-08-13 22:47:00 -06:00
James Betker
cdee31c60b
GPT_ASR
2021-08-13 15:02:18 -06:00
James Betker
f5a9b88ef6
tacotron cleaners: remove quotation marks
...
these don't really have relevance for tts or asr
2021-08-11 16:18:44 -06:00
James Betker
20586a8edc
Fix LRDVAE bug with quantizer integration
2021-08-11 16:17:22 -06:00
James Betker
82fc69abfa
Add "pure" evaluator
...
Which simply computes the training loss against an eval dataset
2021-08-09 14:58:35 -06:00
James Betker
080bea2f19
No, really
2021-08-09 12:02:31 -06:00
James Betker
e1ce4671e4
Apply dropout to gpt_tts, get rid of min_gpt implementation
2021-08-09 12:01:10 -06:00
James Betker
1068f53b78
Add a sampling beam search
2021-08-09 11:56:06 -06:00
James Betker
01cfae28d8
Beam search implementation in one pass? Dayyyum
2021-08-08 23:22:42 -06:00
James Betker
690d7e86d3
Fix nv_tacotron_dataset bug which incorrectly mapped filenames
...
dammit..
2021-08-08 11:38:52 -06:00
James Betker
a2afb25e42
Fix inference, always flow full text tokens through transformer
2021-08-07 20:11:10 -06:00
James Betker
4c678172d6
ugh
2021-08-06 22:10:18 -06:00
James Betker
e723137273
Make gpttts more configurable
2021-08-06 22:08:51 -06:00
James Betker
a7496b661c
combined dvae ftw
2021-08-06 22:01:06 -06:00
James Betker
0237e96b34
Fix dvae bug
2021-08-06 14:17:01 -06:00
James Betker
0799d95af5
Use quantizer from rosinality/vqvae with openai dvae
2021-08-06 14:06:26 -06:00
James Betker
d3ace153af
Add logic for performing inference using gpt_tts with dual-encoder modes
2021-08-06 12:04:12 -06:00
James Betker
b43683b772
Add lucidrains_dvae
2021-08-06 12:03:46 -06:00
James Betker
70dcd1107f
Fix byol_model_wrapper to function with audio inputs
2021-08-05 22:20:22 -06:00
James Betker
89d15c9e74
Move gpt-tts back to lucidrains implementation
...
Much better performance.
2021-08-05 22:15:13 -06:00
James Betker
d120e1aa99
Add audio augmentation to wavfile_dataset, utility to test audio similary
2021-08-05 22:14:49 -06:00
James Betker
c0f61a2e15
Rework how DVAE tokens are ordered
...
It might make more sense to have top tokens, then bottom tokens
with top tokens having different discretized values.
2021-08-05 07:07:17 -06:00
James Betker
4017236ba9
Fix up inference for gpt_tts
2021-08-05 06:46:30 -06:00
James Betker
5037220ac7
Mods to support contrastive learning on audio files
2021-08-05 05:57:04 -06:00
James Betker
341f28dd82
It works!
2021-08-04 20:07:51 -06:00
James Betker
36c7c1fbdb
Fix training flow for NEXT TOKEN prediction instead of same token prediction
...
doh
2021-08-04 10:28:09 -06:00
James Betker
d9936df363
Add gpt_tts dataset and implement inference
...
- Adds a script which preprocesses quantized mels given a DVAE
- Adds a dataset which can consume preprocessed qmels
- Reworks GPT TTS to consume the outputs of that dataset (removes logic to add padding and start/end tokens)
- Adds inference to gpt_tts
2021-08-04 00:44:04 -06:00
James Betker
4c98b9703f
Get dalle-style TTS to "work"
2021-08-03 21:08:27 -06:00
James Betker
2814307eee
Alterations to support VQVAE on mel spectrograms
2021-08-01 07:54:21 -06:00
James Betker
0c9e75bc69
Improvements to GptTts
2021-07-31 15:57:57 -06:00
James Betker
31ee9ae262
Checkin
2021-07-30 23:07:35 -06:00
James Betker
dadc54795c
Add gpt_tts
2021-07-27 20:33:30 -06:00
James Betker
398185e109
More work on wave-diffusion
2021-07-27 05:36:17 -06:00
James Betker
49e3b310ea
Allow audio sample rate interpolation for faster training
2021-07-26 17:44:06 -06:00
James Betker
96e90e7047
Add support for a gaussian-diffusion-based wave tacotron
2021-07-26 16:27:31 -06:00
James Betker
97d7cbbc34
Additional work for audio xformer (which doesnt really do a great job)
2021-07-23 10:58:14 -06:00
James Betker
d81386c1be
Mods to support vqvae in audio mode (1d)
2021-07-20 08:36:46 -06:00
James Betker
5584cfcc7a
tacotron2 work
2021-07-14 21:41:57 -06:00
James Betker
fe0c699ced
Various fixes
2021-07-14 00:08:42 -06:00
James Betker
be2745f42d
Add waveglow & inference capabilities to audio generator
2021-07-08 23:07:36 -06:00
James Betker
1ff434218e
tacotron2, ready for prime time!
2021-07-08 22:13:44 -06:00
James Betker
86fd3ad7fd
Initial checkin of nvidia tacotron model & dataset
...
These two are tested, full support for training to come.
2021-07-06 11:11:35 -06:00
James Betker
afa41f1804
Allow hq color jittering and corruptions that are not included in the corruption factor
2021-06-30 09:44:46 -06:00
James Betker
6fd16ea9c8
Add meta-anomaly detection, colorjitter augmentation
2021-06-29 13:41:55 -06:00
James Betker
46e9f62be0
Add unet with latent guide
...
This is a diffusion network that uses both a LQ image
and a reference sample HQ image that is compressed into
a latent vector to perform upsampling
The hope is that we can steer the upsampling network
with sample images.
2021-06-26 11:02:58 -06:00
James Betker
0ded106562
Merge remote-tracking branch 'origin/master'
2021-06-25 13:16:28 -06:00
James Betker
a57ed8e960
Various mods to support better jpeg image filtering
2021-06-25 13:16:15 -06:00
James Betker
a0ef07ddb8
Create unet_latent_guide.py
2021-06-25 11:25:14 -06:00
James Betker
e7890dc0ba
Misc fixes for diffusion nets
2021-06-21 10:38:07 -06:00
James Betker
65c474eecf
Various changes to fix testing
2021-06-11 15:31:10 -06:00
James Betker
220f11a5e4
Half channel sizes in cifar_resnet
2021-06-09 17:06:37 -06:00
James Betker
9b5f4abb91
Add fade in for hard switch
2021-06-07 18:15:09 -06:00
James Betker
108c5d829c
Fix dropout norm
2021-06-07 16:13:23 -06:00