NeMo/nemo/collections/tts/models/__init__.py
Felix Kreuk 7d8b7d679a
HifiGAN MelSpectrogram Vocoder Model (#1706)
* HifiGAN: initial commit

Signed-off-by: Felix Kreuk <felixkreuk@gmail.com>

* switched to manual optimization, added grads to FilterBanks object,
added v1,v2,v3 configurations for the generator
added multiple audio/spec examples in wandb

Signed-off-by: Felix Kreuk <felixkreuk@gmail.com>

* added trg_mel_fn for different mel params in L1 loss

Signed-off-by: Felix Kreuk <felixkreuk@gmail.com>

* fixed ci checks

Signed-off-by: Felix Kreuk <felixkreuk@gmail.com>

* moved losses to separate classes, fixed exp_manager in yaml, style fixes

Signed-off-by: Felix Kreuk <felixkreuk@gmail.com>

* fixed `min_duration` in yamls of MelGAN and HifiGAN

Signed-off-by: Felix Kreuk <felixkreuk@gmail.com>

* fixed f_max in loss calculation, added docs

Signed-off-by: Felix Kreuk <felixkreuk@gmail.com>

Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com>
Co-authored-by: Jason <jasoli@nvidia.com>
2021-02-16 16:56:29 -05:00

43 lines
1.7 KiB
Python

# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from nemo.collections.tts.models.degli import DegliModel
from nemo.collections.tts.models.ed_mel2spec import EDMel2SpecModel
from nemo.collections.tts.models.glow_tts import GlowTTSModel
from nemo.collections.tts.models.hifigan import HifiGanModel
from nemo.collections.tts.models.melgan import MelGanModel
from nemo.collections.tts.models.squeezewave import SqueezeWaveModel
from nemo.collections.tts.models.tacotron2 import Tacotron2Model
from nemo.collections.tts.models.talknet import TalkNetDursModel, TalkNetSpectModel
from nemo.collections.tts.models.two_stages import GriffinLimModel, MelPsuedoInverseModel, TwoStagesModel
from nemo.collections.tts.models.uniglow import UniGlowModel
from nemo.collections.tts.models.waveglow import WaveGlowModel
__all__ = [
"GlowTTSModel",
"SqueezeWaveModel",
"Tacotron2Model",
"WaveGlowModel",
"DegliModel",
"EDMel2SpecModel",
"TwoStagesModel",
"GriffinLimModel",
"MelPsuedoInverseModel",
"TalkNetDursModel",
"TalkNetSpectModel",
"UniGlowModel",
"MelGanModel",
"HifiGanModel",
]