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TensorFlowTTS

ruslanmv / TensorFlowTTS

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Model's Last Updated: January 20 2024
text-to-speech

Introduction of TensorFlowTTS

Model Details of TensorFlowTTS

This repository provides a pretrained FastSpeech trained on LJSpeech dataset (ENG). For a detail of the model, we encourage you to read more about TensorFlowTTS .

Install TensorFlowTTS

First of all, please install TensorFlowTTS with the following command: 

pip install TensorFlowTTS
Converting your Text to Mel Spectrogram 
import numpy as np
import soundfile as sf
import yaml

import tensorflow as tf

from tensorflow_tts.inference import AutoProcessor
from tensorflow_tts.inference import TFAutoModel

processor = AutoProcessor.from_pretrained("ruslanmv/tensorflowtts")
fastspeech = TFAutoModel.from_pretrained("ruslanmv/tensorflowtts")

text = "How are you?"

input_ids = processor.text_to_sequence(text)

mel_before, mel_after, duration_outputs = fastspeech.inference(
    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),
    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),
    speed_ratios=tf.convert_to_tensor([1.0], dtype=tf.float32),
)

Runs of ruslanmv TensorFlowTTS on huggingface.co

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More Information About TensorFlowTTS huggingface.co Model

More TensorFlowTTS license Visit here:

https://choosealicense.com/licenses/apache-2.0

TensorFlowTTS huggingface.co

TensorFlowTTS huggingface.co is an AI model on huggingface.co that provides TensorFlowTTS's model effect (), which can be used instantly with this ruslanmv TensorFlowTTS model. huggingface.co supports a free trial of the TensorFlowTTS model, and also provides paid use of the TensorFlowTTS. Support call TensorFlowTTS model through api, including Node.js, Python, http.

TensorFlowTTS huggingface.co Url

https://huggingface.co/ruslanmv/TensorFlowTTS

ruslanmv TensorFlowTTS online free

TensorFlowTTS huggingface.co is an online trial and call api platform, which integrates TensorFlowTTS's modeling effects, including api services, and provides a free online trial of TensorFlowTTS, you can try TensorFlowTTS online for free by clicking the link below.

ruslanmv TensorFlowTTS online free url in huggingface.co:

https://huggingface.co/ruslanmv/TensorFlowTTS

TensorFlowTTS install

TensorFlowTTS is an open source model from GitHub that offers a free installation service, and any user can find TensorFlowTTS on GitHub to install. At the same time, huggingface.co provides the effect of TensorFlowTTS install, users can directly use TensorFlowTTS installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

TensorFlowTTS install url in huggingface.co:

https://huggingface.co/ruslanmv/TensorFlowTTS

Url of TensorFlowTTS

TensorFlowTTS huggingface.co Url

Provider of TensorFlowTTS huggingface.co

ruslanmv
ORGANIZATIONS
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