diff --git a/TTS/bin/compute_embeddings.py b/TTS/bin/compute_embeddings.py
index 872fc875..885d66b3 100644
--- a/TTS/bin/compute_embeddings.py
+++ b/TTS/bin/compute_embeddings.py
@@ -7,7 +7,7 @@ from tqdm import tqdm
 
 from TTS.config import BaseDatasetConfig, load_config
 from TTS.speaker_encoder.utils.generic_utils import setup_model
-from TTS.tts.datasets.preprocess import load_meta_data
+from TTS.tts.datasets import load_meta_data
 from TTS.tts.utils.speakers import SpeakerManager
 from TTS.utils.audio import AudioProcessor
 
diff --git a/TTS/bin/compute_statistics.py b/TTS/bin/compute_statistics.py
index f3234c2a..25e3fce5 100755
--- a/TTS/bin/compute_statistics.py
+++ b/TTS/bin/compute_statistics.py
@@ -10,7 +10,7 @@ from tqdm import tqdm
 
 # from TTS.utils.io import load_config
 from TTS.config import load_config
-from TTS.tts.datasets.preprocess import load_meta_data
+from TTS.tts.datasets import load_meta_data
 from TTS.utils.audio import AudioProcessor
 
 
diff --git a/TTS/bin/extract_tts_spectrograms.py b/TTS/bin/extract_tts_spectrograms.py
index 970600aa..934055e4 100755
--- a/TTS/bin/extract_tts_spectrograms.py
+++ b/TTS/bin/extract_tts_spectrograms.py
@@ -10,7 +10,7 @@ from torch.utils.data import DataLoader
 from tqdm import tqdm
 
 from TTS.config import load_config
-from TTS.tts.datasets.preprocess import load_meta_data
+from TTS.tts.datasets import load_meta_data
 from TTS.tts.datasets.TTSDataset import TTSDataset
 from TTS.tts.models import setup_model
 from TTS.tts.utils.speakers import parse_speakers
diff --git a/TTS/bin/train_align_tts.py b/TTS/bin/train_align_tts.py
index b94d7a65..34eba7a8 100644
--- a/TTS/bin/train_align_tts.py
+++ b/TTS/bin/train_align_tts.py
@@ -13,7 +13,7 @@ from torch.nn.parallel import DistributedDataParallel as DDP_th
 from torch.utils.data import DataLoader
 from torch.utils.data.distributed import DistributedSampler
 
-from TTS.tts.datasets.preprocess import load_meta_data
+from TTS.tts.datasets import load_meta_data
 from TTS.tts.datasets.TTSDataset import TTSDataset
 from TTS.tts.layers.losses import AlignTTSLoss
 from TTS.tts.models import setup_model
diff --git a/TTS/bin/train_encoder.py b/TTS/bin/train_encoder.py
index 48309dc9..6e4a9b32 100644
--- a/TTS/bin/train_encoder.py
+++ b/TTS/bin/train_encoder.py
@@ -13,7 +13,7 @@ from TTS.speaker_encoder.dataset import SpeakerEncoderDataset
 from TTS.speaker_encoder.losses import AngleProtoLoss, GE2ELoss, SoftmaxAngleProtoLoss
 from TTS.speaker_encoder.utils.generic_utils import save_best_model, setup_model
 from TTS.speaker_encoder.utils.visual import plot_embeddings
-from TTS.tts.datasets.preprocess import load_meta_data
+from TTS.tts.datasets import load_meta_data
 from TTS.utils.arguments import init_training
 from TTS.utils.audio import AudioProcessor
 from TTS.utils.generic_utils import count_parameters, remove_experiment_folder, set_init_dict
diff --git a/TTS/bin/train_glow_tts.py b/TTS/bin/train_glow_tts.py
index 9df185ee..a138abeb 100644
--- a/TTS/bin/train_glow_tts.py
+++ b/TTS/bin/train_glow_tts.py
@@ -14,7 +14,7 @@ from torch.nn.parallel import DistributedDataParallel as DDP_th
 from torch.utils.data import DataLoader
 from torch.utils.data.distributed import DistributedSampler
 
-from TTS.tts.datasets.preprocess import load_meta_data
+from TTS.tts.datasets import load_meta_data
 from TTS.tts.datasets.TTSDataset import TTSDataset
 from TTS.tts.layers.losses import GlowTTSLoss
 from TTS.tts.models import setup_model
diff --git a/TTS/bin/train_speedy_speech.py b/TTS/bin/train_speedy_speech.py
index 57ff4272..4dc3f5f0 100644
--- a/TTS/bin/train_speedy_speech.py
+++ b/TTS/bin/train_speedy_speech.py
@@ -15,7 +15,7 @@ from torch.nn.parallel import DistributedDataParallel as DDP_th
 from torch.utils.data import DataLoader
 from torch.utils.data.distributed import DistributedSampler
 
-from TTS.tts.datasets.preprocess import load_meta_data
+from TTS.tts.datasets import load_meta_data
 from TTS.tts.datasets.TTSDataset import TTSDataset
 from TTS.tts.layers.losses import SpeedySpeechLoss
 from TTS.tts.models import setup_model
diff --git a/TTS/bin/train_tacotron.py b/TTS/bin/train_tacotron.py
index f833ffc6..69ffbb6c 100755
--- a/TTS/bin/train_tacotron.py
+++ b/TTS/bin/train_tacotron.py
@@ -11,7 +11,7 @@ import numpy as np
 import torch
 from torch.utils.data import DataLoader
 
-from TTS.tts.datasets.preprocess import load_meta_data
+from TTS.tts.datasets import load_meta_data
 from TTS.tts.datasets.TTSDataset import TTSDataset
 from TTS.tts.layers.losses import TacotronLoss
 from TTS.tts.models import setup_model