diff --git a/.gitignore b/.gitignore
index 7e9da0d8..f8d6e644 100644
--- a/.gitignore
+++ b/.gitignore
@@ -164,4 +164,5 @@ internal/*
 *_pitch.npy
 *_phoneme.npy
 wandb
-depot/*
\ No newline at end of file
+depot/*
+coqui_recipes/*
\ No newline at end of file
diff --git a/TTS/bin/train_tts.py b/TTS/bin/train_tts.py
index 79b78767..73063731 100644
--- a/TTS/bin/train_tts.py
+++ b/TTS/bin/train_tts.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config import load_config, register_config
 from trainer import Trainer, TrainerArgs
+
+from TTS.config import load_config, register_config
 from TTS.tts.datasets import load_tts_samples
 from TTS.tts.models import setup_model
 
diff --git a/TTS/bin/train_vocoder.py b/TTS/bin/train_vocoder.py
index 081fdd56..6d4df610 100644
--- a/TTS/bin/train_vocoder.py
+++ b/TTS/bin/train_vocoder.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config import load_config, register_config
 from trainer import Trainer, TrainerArgs
+
+from TTS.config import load_config, register_config
 from TTS.utils.audio import AudioProcessor
 from TTS.vocoder.datasets.preprocess import load_wav_data, load_wav_feat_data
 from TTS.vocoder.models import setup_model
diff --git a/TTS/tts/models/base_tts.py b/TTS/tts/models/base_tts.py
index 0eb2b5f3..ca3c4a28 100644
--- a/TTS/tts/models/base_tts.py
+++ b/TTS/tts/models/base_tts.py
@@ -324,9 +324,9 @@ class BaseTTS(BaseModel):
             loader = DataLoader(
                 dataset,
                 batch_size=config.eval_batch_size if is_eval else config.batch_size,
-                shuffle=False,      # shuffle is done in the dataset.
+                shuffle=False,  # shuffle is done in the dataset.
                 collate_fn=dataset.collate_fn,
-                drop_last=True,     # setting this False might cause issues in AMP training.
+                drop_last=True,  # setting this False might cause issues in AMP training.
                 sampler=sampler,
                 num_workers=config.num_eval_loader_workers if is_eval else config.num_loader_workers,
                 pin_memory=False,
diff --git a/TTS/tts/models/vits.py b/TTS/tts/models/vits.py
index f02090cf..256ea3af 100644
--- a/TTS/tts/models/vits.py
+++ b/TTS/tts/models/vits.py
@@ -994,9 +994,9 @@ class Vits(BaseTTS):
                 print(" !! Error creating Test Sentence -", idx)
         return {"figures": test_figures, "audios": test_audios}
 
-    def test_log(self, outputs: dict, logger: "Logger", assets: dict, steps:int) -> None:
-        logger.test_audios(steps, outputs['audios'], self.ap.sample_rate)
-        logger.test_figures(steps, outputs['figures'])
+    def test_log(self, outputs: dict, logger: "Logger", assets: dict, steps: int) -> None:
+        logger.test_audios(steps, outputs["audios"], self.ap.sample_rate)
+        logger.test_figures(steps, outputs["figures"])
 
     def get_optimizer(self) -> List:
         """Initiate and return the GAN optimizers based on the config parameters.
diff --git a/TTS/tts/utils/text/phonemizers/espeak_wrapper.py b/TTS/tts/utils/text/phonemizers/espeak_wrapper.py
index 2fe0c39c..442dcef2 100644
--- a/TTS/tts/utils/text/phonemizers/espeak_wrapper.py
+++ b/TTS/tts/utils/text/phonemizers/espeak_wrapper.py
@@ -11,6 +11,7 @@ def is_tool(name):
 
     return which(name) is not None
 
+
 # priority: espeakng > espeak
 if is_tool("espeak-ng"):
     _DEF_ESPEAK_LIB = "espeak-ng"
@@ -116,7 +117,6 @@ class ESpeak(BasePhonemizer):
             #  ^
             self.num_skip_chars = 1
 
-
     def auto_set_espeak_lib(self) -> None:
         if is_tool("espeak-ng"):
             self._ESPEAK_LIB = "espeak-ng"
@@ -163,7 +163,7 @@ class ESpeak(BasePhonemizer):
         phonemes = ""
         for line in _espeak_exe(self._ESPEAK_LIB, args, sync=True):
             logging.debug("line: %s", repr(line))
-            phonemes += line.decode("utf8").strip()[self.num_skip_chars:]  # skip initial redundant characters
+            phonemes += line.decode("utf8").strip()[self.num_skip_chars :]  # skip initial redundant characters
         return phonemes.replace("_", separator)
 
     def _phonemize(self, text, separator=None):
diff --git a/recipes/ljspeech/align_tts/train_aligntts.py b/recipes/ljspeech/align_tts/train_aligntts.py
index a4b868aa..f1b29025 100644
--- a/recipes/ljspeech/align_tts/train_aligntts.py
+++ b/recipes/ljspeech/align_tts/train_aligntts.py
@@ -1,6 +1,7 @@
 import os
 
 from trainer import Trainer, TrainerArgs
+
 from TTS.tts.configs.align_tts_config import AlignTTSConfig
 from TTS.tts.configs.shared_configs import BaseDatasetConfig
 from TTS.tts.datasets import load_tts_samples
diff --git a/recipes/ljspeech/fast_pitch/train_fast_pitch.py b/recipes/ljspeech/fast_pitch/train_fast_pitch.py
index fcb62282..a3fc35c9 100644
--- a/recipes/ljspeech/fast_pitch/train_fast_pitch.py
+++ b/recipes/ljspeech/fast_pitch/train_fast_pitch.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config.shared_configs import BaseAudioConfig, BaseDatasetConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config.shared_configs import BaseAudioConfig, BaseDatasetConfig
 from TTS.tts.configs.fast_pitch_config import FastPitchConfig
 from TTS.tts.datasets import load_tts_samples
 from TTS.tts.models.forward_tts import ForwardTTS
diff --git a/recipes/ljspeech/fast_speech/train_fast_speech.py b/recipes/ljspeech/fast_speech/train_fast_speech.py
index 183c8ebb..560d3de2 100644
--- a/recipes/ljspeech/fast_speech/train_fast_speech.py
+++ b/recipes/ljspeech/fast_speech/train_fast_speech.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config import BaseAudioConfig, BaseDatasetConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config import BaseAudioConfig, BaseDatasetConfig
 from TTS.tts.configs.fast_speech_config import FastSpeechConfig
 from TTS.tts.datasets import load_tts_samples
 from TTS.tts.models.forward_tts import ForwardTTS
diff --git a/recipes/ljspeech/hifigan/train_hifigan.py b/recipes/ljspeech/hifigan/train_hifigan.py
index 964a6420..1e5bbf30 100644
--- a/recipes/ljspeech/hifigan/train_hifigan.py
+++ b/recipes/ljspeech/hifigan/train_hifigan.py
@@ -1,6 +1,7 @@
 import os
 
 from trainer import Trainer, TrainerArgs
+
 from TTS.utils.audio import AudioProcessor
 from TTS.vocoder.configs import HifiganConfig
 from TTS.vocoder.datasets.preprocess import load_wav_data
diff --git a/recipes/ljspeech/multiband_melgan/train_multiband_melgan.py b/recipes/ljspeech/multiband_melgan/train_multiband_melgan.py
index 6f528a83..40ff5a00 100644
--- a/recipes/ljspeech/multiband_melgan/train_multiband_melgan.py
+++ b/recipes/ljspeech/multiband_melgan/train_multiband_melgan.py
@@ -1,6 +1,7 @@
 import os
 
 from trainer import Trainer, TrainerArgs
+
 from TTS.utils.audio import AudioProcessor
 from TTS.vocoder.configs import MultibandMelganConfig
 from TTS.vocoder.datasets.preprocess import load_wav_data
diff --git a/recipes/ljspeech/speedy_speech/train_speedy_speech.py b/recipes/ljspeech/speedy_speech/train_speedy_speech.py
index 6a9ddf16..7ad132b2 100644
--- a/recipes/ljspeech/speedy_speech/train_speedy_speech.py
+++ b/recipes/ljspeech/speedy_speech/train_speedy_speech.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config import BaseAudioConfig, BaseDatasetConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config import BaseAudioConfig, BaseDatasetConfig
 from TTS.tts.configs.speedy_speech_config import SpeedySpeechConfig
 from TTS.tts.datasets import load_tts_samples
 from TTS.tts.models.forward_tts import ForwardTTS
diff --git a/recipes/ljspeech/tacotron2-DCA/train_tacotron_dca.py b/recipes/ljspeech/tacotron2-DCA/train_tacotron_dca.py
index c3a1c51c..ea1b0874 100644
--- a/recipes/ljspeech/tacotron2-DCA/train_tacotron_dca.py
+++ b/recipes/ljspeech/tacotron2-DCA/train_tacotron_dca.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config.shared_configs import BaseAudioConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config.shared_configs import BaseAudioConfig
 from TTS.tts.configs.shared_configs import BaseDatasetConfig
 from TTS.tts.configs.tacotron2_config import Tacotron2Config
 from TTS.tts.datasets import load_tts_samples
diff --git a/recipes/ljspeech/tacotron2-DDC/train_tacotron_ddc.py b/recipes/ljspeech/tacotron2-DDC/train_tacotron_ddc.py
index a7482b32..d00f8ed7 100644
--- a/recipes/ljspeech/tacotron2-DDC/train_tacotron_ddc.py
+++ b/recipes/ljspeech/tacotron2-DDC/train_tacotron_ddc.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config.shared_configs import BaseAudioConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config.shared_configs import BaseAudioConfig
 from TTS.tts.configs.shared_configs import BaseDatasetConfig
 from TTS.tts.configs.tacotron2_config import Tacotron2Config
 from TTS.tts.datasets import load_tts_samples
diff --git a/recipes/ljspeech/univnet/train.py b/recipes/ljspeech/univnet/train.py
index 35240c5b..19c91925 100644
--- a/recipes/ljspeech/univnet/train.py
+++ b/recipes/ljspeech/univnet/train.py
@@ -1,6 +1,7 @@
 import os
 
 from trainer import Trainer, TrainerArgs
+
 from TTS.utils.audio import AudioProcessor
 from TTS.vocoder.configs import UnivnetConfig
 from TTS.vocoder.datasets.preprocess import load_wav_data
diff --git a/recipes/ljspeech/vits_tts/train_vits.py b/recipes/ljspeech/vits_tts/train_vits.py
index 24ff4d0f..cfb3351d 100644
--- a/recipes/ljspeech/vits_tts/train_vits.py
+++ b/recipes/ljspeech/vits_tts/train_vits.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config.shared_configs import BaseAudioConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config.shared_configs import BaseAudioConfig
 from TTS.tts.configs.shared_configs import BaseDatasetConfig
 from TTS.tts.configs.vits_config import VitsConfig
 from TTS.tts.datasets import load_tts_samples
diff --git a/recipes/ljspeech/wavegrad/train_wavegrad.py b/recipes/ljspeech/wavegrad/train_wavegrad.py
index 095773d6..1abdf45d 100644
--- a/recipes/ljspeech/wavegrad/train_wavegrad.py
+++ b/recipes/ljspeech/wavegrad/train_wavegrad.py
@@ -1,6 +1,7 @@
 import os
 
 from trainer import Trainer, TrainerArgs
+
 from TTS.utils.audio import AudioProcessor
 from TTS.vocoder.configs import WavegradConfig
 from TTS.vocoder.datasets.preprocess import load_wav_data
diff --git a/recipes/ljspeech/wavernn/train_wavernn.py b/recipes/ljspeech/wavernn/train_wavernn.py
index 172b489a..640f5092 100644
--- a/recipes/ljspeech/wavernn/train_wavernn.py
+++ b/recipes/ljspeech/wavernn/train_wavernn.py
@@ -1,6 +1,7 @@
 import os
 
 from trainer import Trainer, TrainerArgs
+
 from TTS.utils.audio import AudioProcessor
 from TTS.vocoder.configs import WavernnConfig
 from TTS.vocoder.datasets.preprocess import load_wav_data
diff --git a/recipes/multilingual/vits_tts/train_vits_tts.py b/recipes/multilingual/vits_tts/train_vits_tts.py
index 391f31cb..ea4f377b 100644
--- a/recipes/multilingual/vits_tts/train_vits_tts.py
+++ b/recipes/multilingual/vits_tts/train_vits_tts.py
@@ -1,8 +1,9 @@
 import os
 from glob import glob
 
-from TTS.config.shared_configs import BaseAudioConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config.shared_configs import BaseAudioConfig
 from TTS.tts.configs.shared_configs import BaseDatasetConfig
 from TTS.tts.configs.vits_config import VitsConfig
 from TTS.tts.datasets import load_tts_samples
diff --git a/recipes/vctk/fast_pitch/train_fast_pitch.py b/recipes/vctk/fast_pitch/train_fast_pitch.py
index aeb62055..986202c5 100644
--- a/recipes/vctk/fast_pitch/train_fast_pitch.py
+++ b/recipes/vctk/fast_pitch/train_fast_pitch.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config import BaseAudioConfig, BaseDatasetConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config import BaseAudioConfig, BaseDatasetConfig
 from TTS.tts.configs.fast_pitch_config import FastPitchConfig
 from TTS.tts.datasets import load_tts_samples
 from TTS.tts.models.forward_tts import ForwardTTS
diff --git a/recipes/vctk/fast_speech/train_fast_speech.py b/recipes/vctk/fast_speech/train_fast_speech.py
index 578fbd1a..fe785a41 100644
--- a/recipes/vctk/fast_speech/train_fast_speech.py
+++ b/recipes/vctk/fast_speech/train_fast_speech.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config import BaseAudioConfig, BaseDatasetConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config import BaseAudioConfig, BaseDatasetConfig
 from TTS.tts.configs.fast_speech_config import FastSpeechConfig
 from TTS.tts.datasets import load_tts_samples
 from TTS.tts.models.forward_tts import ForwardTTS
diff --git a/recipes/vctk/glow_tts/train_glow_tts.py b/recipes/vctk/glow_tts/train_glow_tts.py
index 0f198a86..ebdbfb37 100644
--- a/recipes/vctk/glow_tts/train_glow_tts.py
+++ b/recipes/vctk/glow_tts/train_glow_tts.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config.shared_configs import BaseAudioConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config.shared_configs import BaseAudioConfig
 from TTS.tts.configs.glow_tts_config import GlowTTSConfig
 from TTS.tts.configs.shared_configs import BaseDatasetConfig
 from TTS.tts.datasets import load_tts_samples
diff --git a/recipes/vctk/speedy_speech/train_speedy_speech.py b/recipes/vctk/speedy_speech/train_speedy_speech.py
index fbb1af2d..80d21ca2 100644
--- a/recipes/vctk/speedy_speech/train_speedy_speech.py
+++ b/recipes/vctk/speedy_speech/train_speedy_speech.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config import BaseAudioConfig, BaseDatasetConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config import BaseAudioConfig, BaseDatasetConfig
 from TTS.tts.configs.speedy_speech_config import SpeedySpeechConfig
 from TTS.tts.datasets import load_tts_samples
 from TTS.tts.models.forward_tts import ForwardTTS
diff --git a/recipes/vctk/tacotron-DDC/train_tacotron-DDC.py b/recipes/vctk/tacotron-DDC/train_tacotron-DDC.py
index 917c5588..bed21ad9 100644
--- a/recipes/vctk/tacotron-DDC/train_tacotron-DDC.py
+++ b/recipes/vctk/tacotron-DDC/train_tacotron-DDC.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config.shared_configs import BaseAudioConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config.shared_configs import BaseAudioConfig
 from TTS.tts.configs.shared_configs import BaseDatasetConfig
 from TTS.tts.configs.tacotron_config import TacotronConfig
 from TTS.tts.datasets import load_tts_samples
diff --git a/recipes/vctk/tacotron2-DDC/train_tacotron2-ddc.py b/recipes/vctk/tacotron2-DDC/train_tacotron2-ddc.py
index 759ddd57..caa745b3 100644
--- a/recipes/vctk/tacotron2-DDC/train_tacotron2-ddc.py
+++ b/recipes/vctk/tacotron2-DDC/train_tacotron2-ddc.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config.shared_configs import BaseAudioConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config.shared_configs import BaseAudioConfig
 from TTS.tts.configs.shared_configs import BaseDatasetConfig
 from TTS.tts.configs.tacotron2_config import Tacotron2Config
 from TTS.tts.datasets import load_tts_samples
diff --git a/recipes/vctk/tacotron2/train_tacotron2.py b/recipes/vctk/tacotron2/train_tacotron2.py
index 0c62da48..43f5d4e6 100644
--- a/recipes/vctk/tacotron2/train_tacotron2.py
+++ b/recipes/vctk/tacotron2/train_tacotron2.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config.shared_configs import BaseAudioConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config.shared_configs import BaseAudioConfig
 from TTS.tts.configs.shared_configs import BaseDatasetConfig
 from TTS.tts.configs.tacotron2_config import Tacotron2Config
 from TTS.tts.datasets import load_tts_samples
diff --git a/recipes/vctk/vits/train_vits.py b/recipes/vctk/vits/train_vits.py
index 53d7242c..dff4eefc 100644
--- a/recipes/vctk/vits/train_vits.py
+++ b/recipes/vctk/vits/train_vits.py
@@ -1,7 +1,8 @@
 import os
 
-from TTS.config.shared_configs import BaseAudioConfig
 from trainer import Trainer, TrainerArgs
+
+from TTS.config.shared_configs import BaseAudioConfig
 from TTS.tts.configs.shared_configs import BaseDatasetConfig
 from TTS.tts.configs.vits_config import VitsConfig
 from TTS.tts.datasets import load_tts_samples
@@ -57,7 +58,7 @@ config = VitsConfig(
     print_step=25,
     print_eval=False,
     mixed_precision=True,
-    max_text_len= 325,  # change this if you have a larger VRAM than 16GB
+    max_text_len=325,  # change this if you have a larger VRAM than 16GB
     output_path=output_path,
     datasets=[dataset_config],
 )