Deep Voice 3 vs SpeechGen

Explore the showdown between Deep Voice 3 vs SpeechGen and find out which AI Text to Speech (TTS) tool wins. We analyze upvotes, features, reviews, pricing, alternatives, and more.

Deep Voice 3

Deep Voice 3

What is Deep Voice 3?

Deep Voice 3, developed by Baidu, represents a significant leap forward in text-to-speech (TTS) technology, employing a fully-convolutional neural network architecture that focuses on scaling speech synthesis with convolutional sequence learning. This system demonstrates an exceptional balance of naturalness in speech synthesis, matching the quality of state-of-the-art neural TTS systems, while achieving up to ten times faster training speeds. Deep Voice 3's design allows for the handling of large datasets, training on over eight hundred hours of audio from more than two thousand speakers, making it highly versatile and scalable across different languages and voices (source).

Key features of Deep Voice 3 include its innovative use of residual convolutional layers to encode text into key and value vectors for an attention-based decoder. This decoder then predicts the mel-scale log magnitude spectrograms, corresponding to the output audio, with the aid of a converter network that predicts vocoder parameters for waveform synthesis. The system's architecture emphasizes the importance of text preprocessing, including normalization and the use of special characters to indicate pauses, which significantly improves speech quality by reducing mispronunciations and enhancing the natural flow of speech (source).

Furthermore, Deep Voice 3 distinguishes itself with its approach to handling multi-speaker scenarios through trainable speaker embeddings, and the flexibility to train models on either phoneme-only, character-only, or mixed character-and-phoneme inputs. This adaptability allows for improved pronunciation accuracy and the ability to correct mispronunciations using a phoneme dictionary, catering to the nuanced demands of real-world applications (source).

For more detailed insights into Deep Voice 3's architecture, including its encoder, decoder, and converter components, and its implications for the future of text-to-speech technology, you can refer to the comprehensive study available on arXiv.

SpeechGen

SpeechGen

What is SpeechGen?

SpeechGen.io: Revolutionize your content creation journey with our AI-powered text-to-speech platform. Leverage sophisticated algorithms to generate human-like voices for your scripts in a matter of seconds. No technical skills required! Say goodbye to expensive voice-over artists and let our AI do the hard work. Perfect for podcasts, audiobooks, video content, and more. Start today and elevate your brand voice!

Deep Voice 3 Upvotes

6

SpeechGen Upvotes

7🏆

Deep Voice 3 Top Features

  • Deep Voice 3: Introduction of a novel neural network architecture for advanced speech synthesis.

  • Cutting-Edge Research Areas: Involvement in diverse computing fields from Machine Learning to Quantum Computing.

  • Innovative Projects: Development of projects that revolutionize human-technology interactions.

  • Global Impact: Collaboration and inclusion of global voices to enhance the realism of synthetic speech.

  • Rapid Progress: Significant improvements and updates in the span of months, demonstrating swift advancements.

SpeechGen Top Features

  • Downloadable audio

  • Long texts - Upto 2 000 000 characters per convert

  • Commercial Use

  • Multi-voice editor

  • Over 270 Natural Sounding Voices

Deep Voice 3 Category

    Text to Speech (TTS)

SpeechGen Category

    Text to Speech (TTS)

Deep Voice 3 Pricing Type

    Freemium

SpeechGen Pricing Type

    Paid

Deep Voice 3 Tags

Artificial Intelligence Speech Synthesis Deep Learning Neural Networks Text-to-Speech Technology Innovation

SpeechGen Tags

text to speech tts

When comparing Deep Voice 3 and SpeechGen, which one rises above the other?

When we contrast Deep Voice 3 with SpeechGen, both of which are exceptional AI-operated text to speech (tts) tools, and place them side by side, we can spot several crucial similarities and divergences. The community has spoken, SpeechGen leads with more upvotes. SpeechGen has been upvoted 7 times by aitools.fyi users, and Deep Voice 3 has been upvoted 6 times.

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By Rishit