Large-Scale Automatic Audiobook Creation
Paper • 2309.03926 • Published • 55
Audio
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UniAudio: An Audio Foundation Model Toward Universal Audio Generation
Paper • 2310.00704 • Published • 20 -
Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with Multi-Scale Acoustic Prompts
Paper • 2309.11977 • Published • 2 -
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models
Paper • 2308.16692 • Published • 1 -
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining
Paper • 2308.05734 • Published • 37 -
SpeechX: Neural Codec Language Model as a Versatile Speech Transformer
Paper • 2308.06873 • Published • 27 -
Fewer-token Neural Speech Codec with Time-invariant Codes
Paper • 2310.00014 • Published • 2 -
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation
Paper • 2306.00789 • Published • 1 -
Corpus Synthesis for Zero-shot ASR domain Adaptation using Large Language Models
Paper • 2309.10707 • Published • 2 -
Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling
Paper • 2311.00430 • Published • 56 -
Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data
Paper • 2309.13876 • Published • 1 -
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models
Paper • 2309.15701 • Published • 2 -
Massive End-to-end Models for Short Search Queries
Paper • 2309.12963 • Published • 1 -
Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition
Paper • 2310.06434 • Published • 4 -
MSTRE-Net: Multistreaming Acoustic Modeling for Automatic Lyrics Transcription
Paper • 2108.02625 • Published • 1 -
TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-device ASR Models
Paper • 2309.01947 • Published • 1 -
Attention or Convolution: Transformer Encoders in Audio Language Models for Inference Efficiency
Paper • 2311.02772 • Published • 7 -
FLAP: Fast Language-Audio Pre-training
Paper • 2311.01615 • Published • 16 -
UNFUSED: UNsupervised Finetuning Using SElf supervised Distillation
Paper • 2303.05668 • Published • 1 -
One-Step Knowledge Distillation and Fine-Tuning in Using Large Pre-Trained Self-Supervised Learning Models for Speaker Verification
Paper • 2305.17394 • Published • 1 -
DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models
Paper • 2305.17651 • Published • 1 -
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations
Paper • 2203.16965 • Published • 1 -
Task-Agnostic Structured Pruning of Speech Representation Models
Paper • 2306.01385 • Published • 1 -
Recycle-and-Distill: Universal Compression Strategy for Transformer-based Speech SSL Models with Attention Map Reusing and Masking Distillation
Paper • 2305.11685 • Published • 2 -
Beyond Universal Transformer: block reusing with adaptor in Transformer for automatic speech recognition
Paper • 2303.13072 • Published • 1 -
SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of Experts
Paper • 2105.03036 • Published • 2 -
Language-Routing Mixture of Experts for Multilingual and Code-Switching Speech Recognition
Paper • 2307.05956 • Published • 1 -
Continual Learning for Monolingual End-to-End Automatic Speech Recognition
Paper • 2112.09427 • Published • 1 -
From Words to Music: A Study of Subword Tokenization Techniques in Symbolic Music Generation
Paper • 2304.08953 • Published • 2 -
Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition
Paper • 2209.15176 • Published • 1 -
Decoder-only Architecture for Speech Recognition with CTC Prompts and Text Data Augmentation
Paper • 2309.08876 • Published • 1 -
Phonetic-assisted Multi-Target Units Modeling for Improving Conformer-Transducer ASR system
Paper • 2211.01571 • Published • 1 -
E-Branchformer: Branchformer with Enhanced merging for speech recognition
Paper • 2210.00077 • Published • 2 -
Semi-Autoregressive Streaming ASR With Label Context
Paper • 2309.10926 • Published • 1 -
Augmenting text for spoken language understanding with Large Language Models
Paper • 2309.09390 • Published • 2 -
Audiobox: Unified Audio Generation with Natural Language Prompts
Paper • 2312.15821 • Published • 16 -
Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis
Paper • 2312.03491 • Published • 34 -
Efficient Monotonic Multihead Attention
Paper • 2312.04515 • Published • 8 -
Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models
Paper • 2311.07919 • Published • 9 -
Towards General-Purpose Speech Abilities for Large Language Models Using Unpaired Data
Paper • 2311.06753 • Published • 6 -
DITTO: Diffusion Inference-Time T-Optimization for Music Generation
Paper • 2401.12179 • Published • 21 -
StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion
Paper • 2401.11053 • Published • 11 -
FreGrad: Lightweight and Fast Frequency-aware Diffusion Vocoder
Paper • 2401.10032 • Published • 13 -
BAE-Net: A Low complexity and high fidelity Bandwidth-Adaptive neural network for speech super-resolution
Paper • 2312.13722 • Published • 1 -
Incremental FastPitch: Chunk-based High Quality Text to Speech
Paper • 2401.01755 • Published • 10 -
CoMoSVC: Consistency Model-based Singing Voice Conversion
Paper • 2401.01792 • Published • 11 -
Towards High-Quality and Efficient Speech Bandwidth Extension with Parallel Amplitude and Phase Prediction
Paper • 2401.06387 • Published • 1 -
Multi-Scale Sub-Band Constant-Q Transform Discriminator for High-Fidelity Vocoder
Paper • 2311.14957 • Published • 3 -
ModaVerse: Efficiently Transforming Modalities with LLMs
Paper • 2401.06395 • Published • 3 -
Boosting Large Language Model for Speech Synthesis: An Empirical Study
Paper • 2401.00246 • Published • 13 -
Parameter-Efficient Conformers via Sharing Sparsely-Gated Experts for End-to-End Speech Recognition
Paper • 2209.08326 • Published • 1 -
Amphion: An Open-Source Audio, Music and Speech Generation Toolkit
Paper • 2312.09911 • Published • 55 -
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer
Paper • 2401.16658 • Published • 14 -
SpeechAgents: Human-Communication Simulation with Multi-Modal Multi-Agent Systems
Paper • 2401.03945 • Published -
Multilingual Byte2Speech Models for Scalable Low-resource Speech Synthesis
Paper • 2103.03541 • Published -
An Embarrassingly Simple Approach for LLM with Strong ASR Capacity
Paper • 2402.08846 • Published • 2 -
Bilingual End-to-End ASR with Byte-Level Subwords
Paper • 2205.00485 • Published -
Speak While You Think: Streaming Speech Synthesis During Text Generation
Paper • 2309.11210 • Published • 1 -
PerceiverS: A Multi-Scale Perceiver with Effective Segmentation for Long-Term Expressive Symbolic Music Generation
Paper • 2411.08307 • Published • 7 -
CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation
Paper • 2410.02271 • Published -
Integrating Text-to-Music Models with Language Models: Composing Long Structured Music Pieces
Paper • 2410.00344 • Published