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Text-To-Speech Synthesis

Text-To-Speech Synthesis is a machine learning task that involves converting written text into spoken words. The goal is to generate synthetic speech that sounds natural and resembles human speech as closely as possible.

Papers

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Showing 101–150 of 332 papers

TitleStatusHype
AttS2S-VC: Sequence-to-Sequence Voice Conversion with Attention and Context Preservation Mechanisms—0
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models—0
Exploring Transfer Learning for Urdu Speech Synthesis—0
CASSANDRA: A multipurpose configurable voice-enabled human-computer-interface—0
Fast Bootstrapping of Grapheme to Phoneme System for Under-resourced Languages - Application to the Iban Language—0
Environment Aware Text-to-Speech Synthesis—0
Building Text-to-Speech Systems for Resource Poor Languages—0
Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback—0
Building a synchronous corpus of acoustic and 3D facial marker data for adaptive audio-visual speech synthesis—0
An In-depth Analysis of the Effect of Text Normalization in Social Media—0
Fine-grained Style Modeling, Transfer and Prediction in Text-to-Speech Synthesis via Phone-Level Content-Style Disentanglement—0
Flavored Tacotron: Conditional Learning for Prosodic-linguistic Features—0
Adaptive Parser-Centric Text Normalization—0
FLY-TTS: Fast, Lightweight and High-Quality End-to-End Text-to-Speech Synthesis—0
FMSD-TTS: Few-shot Multi-Speaker Multi-Dialect Text-to-Speech Synthesis for Ü-Tsang, Amdo and Kham Speech Dataset Generation—0
Full-text Error Correction for Chinese Speech Recognition with Large Language Model—0
LDC Forced Aligner—0
Generative adversarial network-based glottal waveform model for statistical parametric speech synthesis—0
End-to-End Text-to-Speech using Latent Duration based on VQ-VAE—0
BUCEADOR, a multi-language search engine for digital libraries—0
Generative Pre-training for Speech with Flow Matching—0
Generative Semantic Communication for Text-to-Speech Synthesis—0
End-to-End Feedback Loss in Speech Chain Framework via Straight-Through Estimator—0
Boosting Large Language Model for Speech Synthesis: An Empirical Study—0
A Taxonomy of Specific Problem Classes in Text-to-Speech Synthesis: Comparing Commercial and Open Source Performance—0
An Investigation of the Relation Between Grapheme Embeddings and Pronunciation for Tacotron-based Systems—0
Emphasized Accent Phrase Prediction from Text for Advertisement Text-To-Speech Synthesis—0
BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model—0
Efficient training strategies for natural sounding speech synthesis and speaker adaptation based on FastPitch—0
ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech—0
An Experimental Study: Assessing the Combined Framework of WavLM and BEST-RQ for Text-to-Speech Synthesis—0
Accent conversion using discrete units with parallel data synthesized from controllable accented TTS—0
Efficient Generative Modeling with Residual Vector Quantization-Based Tokens—0
Bahasa Harmony: A Comprehensive Dataset for Bahasa Text-to-Speech Synthesis with Discrete Codec Modeling of EnGen-TTS—0
Effect of choice of probability distribution, randomness, and search methods for alignment modeling in sequence-to-sequence text-to-speech synthesis using hard alignment—0
BAD: An Assistant tool for making verses in Basque—0
AS-Speech: Adaptive Style For Speech Synthesis—0
DurIAN-E: Duration Informed Attention Network For Expressive Text-to-Speech Synthesis—0
A Multi-Agent Framework for Automated Qinqiang Opera Script Generation Using Large Language Models—0
A Challenge Set and Methods for Noun-Verb Ambiguity—0
Large tagset labeling using Feed Forward Neural Networks. Case study on Romanian Language—0
DurIAN-E 2: Duration Informed Attention Network with Adaptive Variational Autoencoder and Adversarial Learning for Expressive Text-to-Speech Synthesis—0
Duration Modeling by Multi-Models based on Vowel Production characteristics—0
AutoStyle-TTS: Retrieval-Augmented Generation based Automatic Style Matching Text-to-Speech Synthesis—0
Dual Script E2E framework for Multilingual and Code-Switching ASR—0
Do Prosody Transfer Models Transfer Prosody?—0
Autoregressive Speech Synthesis without Vector Quantization—0
A Review of Deep Learning Techniques for Speech Processing—0
DNN-based Speech Synthesis for Indian Languages from ASCII text—0
Applying Syntaxx2013Prosody Mapping Hypothesis and Prosodic Well-Formedness Constraints to Neural Sequence-to-Sequence Speech Synthesis—0
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All datasetsLJSpeech20000 utterancesCMUDict 0.7bHUI speech corpusThorsten voice 21.02 neutralTrinity Speech-Gesture Dataset

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1NaturalSpeechAudio Quality MOS4.56—Unverified
2VITSAudio Quality MOS4.43—Unverified
3Grad-TTS + HiFiGAN (1000 steps)Audio Quality MOS4.37—Unverified
4FastSpeech 2 + HiFiGANAudio Quality MOS4.34—Unverified
5Glow-TTS + HiFiGANAudio Quality MOS4.34—Unverified
6FastSpeech 2 + HiFiGANAudio Quality MOS4.32—Unverified
7FastDiff (4 steps)Audio Quality MOS4.28—Unverified
8FastDiff-TTSAudio Quality MOS4.03—Unverified
9Transformer TTS (Mel + WaveGlow)Audio Quality MOS3.88—Unverified
10FastSpeech (Mel + WaveGlow)Audio Quality MOS3.84—Unverified
#ModelMetricClaimedVerifiedStatus
1Mia10-keyword Speech Commands dataset16—Unverified
#ModelMetricClaimedVerifiedStatus
1Token-Level Ensemble DistillationPhoneme Error Rate4.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Tacotron 2Mean Opinion Score3.74—Unverified
#ModelMetricClaimedVerifiedStatus
1Tacotron 2Mean Opinion Score3.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Match-TTSGMOS3.7—Unverified