Parler TTS Mini - Transatlantic Accent Fine-tune
Model Description
This model is a fine-tuned version of the Parler TTS Mini, specifically trained to produce a transatlantic accent. It was trained on approximately 3 hours of custom data to achieve this unique voice characteristic.
Base Model
- Name: Parler TTS Mini
- Version: v1
- Original Source: parler-tts/parler-tts-mini-v1
Fine-tuned Model Details
- Accent: Transatlantic
- Training Data: ~3 hours of custom audio
- Purpose: To generate text-to-speech audio with a distinct transatlantic accent
Usage
To use this model, you'll need to have the parler_tts
library installed. Here's a basic example of how to generate audio with this model:
from parler_tts import ParlerTTSForConditionalGeneration
from transformers import AutoTokenizer
import torch
# Load the model and tokenizer
model = ParlerTTSForConditionalGeneration.from_pretrained("your-model-name")
tokenizer = AutoTokenizer.from_pretrained("your-model-name")
# Prepare input
text = "This is a test of the transatlantic accent."
description = "An older man's voice with a transatlantic accent, speaking calmly and deliberately."
# Generate audio
inputs = tokenizer(description, return_tensors="pt")
prompt = tokenizer(text, return_tensors="pt")
with torch.no_grad():
output = model.generate(
input_ids=inputs.input_ids,
prompt_input_ids=prompt.input_ids,
do_sample=True
)
Colab Link for Quick Testing
You can easily experiment with this fine-tuned Parler TTS Mini model using our interactive Google Colab notebook.
To get started:
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Model tree for sidfeels/parler-tts-mini-v1-transatlantic-accent
Base model
parler-tts/parler-tts-mini-v1