📰 Interspeech 2024 — accepted papers

Interspeech 2024 is the 2024 edition of the Interspeech. OpenAlex lists 1,026 papers of it; our library holds 3 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Model ↗Edresson Casanova, Kelly Davis, Eren Gölge et al.127 citations
2. EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation ↗Julius Richter, Yi-Chiao Wu, Steven Krenn et al.51 citations
3. OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer ↗Yifan Peng, Jinchuan Tian, William Chen et al.41 citations
4. Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection ↗Duc-Tuan Truong, Ruijie Tao, Tuan Lam Nguyen et al.37 citations
5. EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark ↗Ziyang Ma, Mingjie Chen, Hezhao Zhang et al.35 citations
6. LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR ↗Zheshu Song, Jianheng Zhuo, Yifan Yang et al.33 citations
7. Less is More: Accurate Speech Recognition & Translation without Web-Scale Data ↗Krishna C. Puvvada, Piotr Żelasko, He Huang et al.32 citations
8. ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models ↗Jee-weon Jung, Wangyou Zhang, Jiatong Shi et al.31 citations
9. RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection ↗Yujie Chen, Jiangyan Yi, Jun Xue et al.30 citations
10. URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement ↗Wangyou Zhang, Robin Scheibler, Kohei Saijo et al.30 citations

All accepted papers (1,026)

The most cited first; 3 with our summary link to their page here, the others to the original.

1. XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Model ↗Edresson Casanova, Kelly Davis, Eren Gölge et al.127 citations
2. EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation ↗Julius Richter, Yi-Chiao Wu, Steven Krenn et al.51 citations
3. OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer ↗Yifan Peng, Jinchuan Tian, William Chen et al.41 citations
4. Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection ↗Duc-Tuan Truong, Ruijie Tao, Tuan Lam Nguyen et al.37 citations
5. EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark ↗Ziyang Ma, Mingjie Chen, Hezhao Zhang et al.35 citations
6. LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR ↗Zheshu Song, Jianheng Zhuo, Yifan Yang et al.33 citations
7. Less is More: Accurate Speech Recognition & Translation without Web-Scale Data ↗Krishna C. Puvvada, Piotr Żelasko, He Huang et al.32 citations
8. ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models ↗Jee-weon Jung, Wangyou Zhang, Jiatong Shi et al.31 citations
9. RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection ↗Yujie Chen, Jiangyan Yi, Jun Xue et al.30 citations
10. URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement ↗Wangyou Zhang, Robin Scheibler, Kohei Saijo et al.30 citations
11. Attentive Merging of Hidden Embeddings from Pre-trained Speech Model for Anti-spoofing Detection ↗Zihan Pan, Tianchi Liu, Hardik B. Sailor et al.29 citations
12. Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions ↗Moreno La Quatra, Maria Francesca Turco, Torbjørn Karl Svendsen et al.28 citations
13. Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis ↗Wing-Zin Leung, Mattias Cross, Anton Ragni et al.28 citations
14. Whisper-Flamingo: Integrating Visual Features into Whisper for Audio-Visual Speech Recognition and Translation ↗Andrew Rouditchenko, Yuan Gong, Samuel Thomas et al.28 citations
15. mHuBERT-147: A Compact Multilingual HuBERT Model ↗Marcely Zanon Boito, Vivek Iyer, Nikolaos Lagos et al.28 citations
16. EmoSphere-TTS: Emotional Style and Intensity Modeling via Spherical Emotion Vector for Controllable Emotional Text-to-Speech ↗Deok–Hyeon Cho, Hyung‐Seok Oh, Seung-Bin Kim et al.27 citations
17. Exploring the Capability of Mamba in Speech Applications ↗Koichi Miyazaki, Yoshiki Masuyama, Masato Murata27 citations
18. Reshape Dimensions Network for Speaker Recognition ↗Ivan Yakovlev, Rostislav Makarov, Andrei Balykin et al.27 citations
19. SpeechBERTScore: Reference-Aware Automatic Evaluation of Speech Generation Leveraging NLP Evaluation Metrics ↗Takaaki Saeki, Soumi Maiti, Shinnosuke Takamichi et al.27 citations
20. Self-Supervised Speech Representations are More Phonetic than Semantic ↗Kwanghee Choi, Ankita Pasad, Tomohiko Nakamura et al.26 citations
21. Genhancer: High-Fidelity Speech Enhancement via Generative Modeling on Discrete Codec Tokens ↗Haici Yang, Jiaqi Su, Minje Kim et al.25 citations
22. Universal Score-based Speech Enhancement with High Content Preservation ↗Robin Scheibler, Yusuke Fujita, Yuma Shirahata et al.25 citations
23. Connected Speech-Based Cognitive Assessment in Chinese and English ↗Saturnino F. Luz, Sofia de la Fuente García, Fasih Haider et al.24 citations
24. DiarizationLM: Speaker Diarization Post-Processing with Large Language Models ↗Quan Wang, Yiling Huang, Guanlong Zhao et al.23 citations
25. Source Tracing of Audio Deepfake Systems ↗Nicholas Klein, Tianxiang Chen, Hemlata Tak et al.23 citations

See all 1,026 papers in Interspeech 2024 — accepted papers →

📄 Papers with our summary in our library (3)

The most cited first (OpenAlex citations plus our library's).

1. Open Universal Arabic ASR LeaderboardInterspeechYingzhi Wang, Anas Alhmoud, Muhammad Alqurishi2024 · 13 citations
2. HebDB: a Weakly Supervised Dataset for Hebrew Speech ProcessingArnon Turetzky, Or Tal, Yael Segal-Feldman, et al.2024 · 6 citations
3. A Language Modeling Approach to Diacritic-Free Hebrew TTSAmit Roth, Arnon Turetzky, Yossi Adi2024 · 3 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

Semitic languages (3)🎙️Speech & spoken language (2)🕎Hebrew & Aramaic (2)Modern Hebrew (2)🧠Language models & pretraining (1)📏Evaluation & benchmarks (1)

📚 Fields

🎭Arts and Humanities (3)🖥️Computer Science (3)💭Psychology (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/interspeech-usb/2024/