Expressive Speech Synthesis

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Most implemented papers archive 2025-07-28

13 shown of 13 papers with code (47 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Exploring Transfer Learning for Low Resource Emotional TTS
  14 Jan 2019 5 repositories listed
  During the last few years, spoken language technologies have known a big improvement thanks to Deep Learning.
• Enhancing Suno's Bark Text-to-Speech Model: Addressing Limitations Through Meta's Encodec and Pre-Trained Hubert
  18 Apr 2023 3 repositories listed
  Keywords: Bark, ai voice cloning, Suno, text-to-speech, artificial intelligence, audio generation, Meta's encodec, audio codebooks, semantic tokens, HuBert, transformer-based model, multilingual speech, wav2vec, linear…
• Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron
  24 Mar 2018 3 repositories listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  We present an extension to the Tacotron speech synthesis architecture that learns a latent embedding space of prosody, derived from a reference acoustic representation containing the desired prosody.
• Rasa: Building Expressive Speech Synthesis Systems for Indian Languages in Low-resource Settings
  19 Jul 2024 1 repository listed
  We release Rasa, the first multilingual expressive TTS dataset for any Indian language, which contains 10 hours of neutral speech and 1-3 hours of expressive speech for each of the 6 Ekman emotions covering 3 languages:…
• Articulatory Phonetics Informed Controllable Expressive Speech Synthesis
  15 Jun 2024 1 repository listed
  We open-source the dataset and TTS models.
• DiffProsody: Diffusion-based Latent Prosody Generation for Expressive Speech Synthesis with Prosody Conditional Adversarial Training
  31 Jul 2023 1 repository listed
  Expressive text-to-speech systems have undergone significant advancements owing to prosody modeling, but conventional methods can still be improved.
• SC VALL-E: Style-Controllable Zero-Shot Text to Speech Synthesizer
  20 Jul 2023 1 repository listed
  Expressive speech synthesis models are trained by adding corpora with diverse speakers, various emotions, and different speaking styles to the dataset, in order to control various characteristics of speech and generate…
• EMNS /Imz/ Corpus: An emotive single-speaker dataset for narrative storytelling in games, television and graphic novels
  22 May 2023 1 repository listed Syntology ran 0 of 2 samples · 2 unverified
  The increasing adoption of text-to-speech technologies has led to a growing demand for natural and emotive voices that adapt to a conversation's context and emotional tone.
• Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-Speech
  8 Oct 2021 1 repository listed
  In expressive speech synthesis, there are high requirements for emotion interpretation.
• Laughter Synthesis: Combining Seq2seq modeling with Transfer Learning
  20 Aug 2020 1 repository listed
  Despite the growing interest for expressive speech synthesis, synthesis of nonverbal expressions is an under-explored area.
• Effective Use of Variational Embedding Capacity in Expressive End-to-End Speech Synthesis
  8 Jun 2019 1 repository listed
  Recent work has explored sequence-to-sequence latent variable models for expressive speech synthesis (supporting control and transfer of prosody and style), but has not presented a coherent framework for understanding…
• Visualization and Interpretation of Latent Spaces for Controlling Expressive Speech Synthesis through Audio Analysis
  27 Mar 2019 1 repository listed
  The field of Text-to-Speech has experienced huge improvements last years benefiting from deep learning techniques.
• Robust and fine-grained prosody control of end-to-end speech synthesis
  6 Nov 2018 1 repository listed Syntology ran 2 of 3 samples · 1 unverified · 3 pointer-only (licence)
  We propose prosody embeddings for emotional and expressive speech synthesis networks.

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.