AI Breakdown by agibreakdown
agibreakdown
The podcast where we use AI to breakdown the recent AI papers and provide simplified explanations of intricate AI topics for educational purposes. The content presented here is generated automatically by utilizing LLM and text to speech technologies. While every effort is made to ensure accuracy, any potential misrepresentations or inaccuracies are unintentional due to evolving technology. We value your feedback to enhance our podcast and provide you with the best possible learning experience.
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In this episode, we discuss SongCreator: Lyrics-based Universal Song Generation by Shun Lei, Yixuan Zhou, Boshi Tang, Max W. Y. Lam, Feng Liu, Hangyu Liu, Jingcheng Wu, Shiyin Kang, Zhiyong Wu, Helen Meng. The paper introduces SongCreator, a novel song-generation system designed to create songs with both vocals and accompaniment from given lyrics. This is achieved through a dual-sequence language model (DSLM) and an attention mask strategy, facilitating the model's capability to understand, generate, and edit songs across various tasks. Experiments show that SongCreator achieves state-of-the-art or highly competitive results, particularly excelling in tasks like lyrics-to-song and lyrics-to-vocals, and offers control over acoustic conditions through different prompts.
Previous episodes
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543 - arxiv preprint - SongCreator: Lyrics-based Universal Song GenerationThu, 12 Sep 2024 - 0h
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542 - arxiv preprint - Achieving Human Level Competitive Robot Table TennisWed, 11 Sep 2024 - 0h
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541 - arxiv preprint - Sapiens: Foundation for Human Vision ModelsMon, 09 Sep 2024 - 0h
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540 - arxiv preprint - Re-Reading Improves Reasoning in Large Language ModelsFri, 06 Sep 2024 - 0h
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539 - arxiv preprint - SPIRE: Semantic Prompt-Driven Image RestorationTue, 03 Sep 2024 - 0h
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538 - arxiv preprint - Automated Design of Agentic SystemsFri, 30 Aug 2024 - 0h
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537 - arxiv preprint - Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal ModelWed, 28 Aug 2024 - 0h
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536 - arxiv preprint - To Code, or Not To Code? Exploring Impact of Code in Pre-trainingMon, 26 Aug 2024 - 0h
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535 - arxiv preprint - Segment Anything with Multiple ModalitiesFri, 23 Aug 2024 - 0h
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534 - arxiv preprint - JPEG-LM: LLMs as Image Generators with Canonical Codec RepresentationsTue, 20 Aug 2024 - 0h
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533 - arxiv preprint - Mission: Impossible Language ModelsMon, 19 Aug 2024 - 0h
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532 - arxiv preprint - Learning Task Decomposition to Assist Humans in Competitive ProgrammingFri, 16 Aug 2024 - 0h
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531 - arxiv preprint - IPAdapter-Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct PromptsTue, 13 Aug 2024 - 0h
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530 - arxiv preprint - Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model ParametersSat, 10 Aug 2024 - 0h
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529 - arxiv preprint - Language Model Can Listen While SpeakingThu, 08 Aug 2024 - 0h
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528 - arxiv preprint - Improving Text Embeddings for Smaller Language Models Using Contrastive Fine-tuningWed, 07 Aug 2024 - 0h
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527 - arxiv preprint - Cycle3D: High-quality and Consistent Image-to-3D Generation via Generation-Reconstruction CycleTue, 06 Aug 2024 - 0h
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526 - arxiv preprint - Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM AgentTue, 06 Aug 2024 - 0h
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525 - arxiv preprint - Graph-enhanced Large Language Models in Asynchronous Plan ReasoningWed, 31 Jul 2024 - 0h
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524 - arxiv preprint - LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM InferenceTue, 30 Jul 2024 - 0h
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523 - arxiv preprint - OutfitAnyone: Ultra-high Quality Virtual Try-On for Any Clothing and Any PersonMon, 29 Jul 2024 - 0h
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522 - arxiv preprint - DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLMFri, 26 Jul 2024 - 0h
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521 - arxiv preprint - Conditioned Language Policy: A General Framework for Steerable Multi-Objective FinetuningTue, 23 Jul 2024 - 0h
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520 - arxiv preprint - Chameleon: Mixed-Modal Early-Fusion Foundation ModelsMon, 22 Jul 2024 - 0h
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519 - arxiv preprint - Goldfish: Vision-Language Understanding of Arbitrarily Long VideosThu, 18 Jul 2024 - 0h
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518 - arxiv preprint - Masked Generative Video-to-Audio Transformers with Enhanced SynchronicityWed, 17 Jul 2024 - 0h
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517 - arxiv preprint - Human-like Episodic Memory for Infinite Context LLMsMon, 15 Jul 2024 - 0h
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516 - arxiv preprint - Learning to (Learn at Test Time): RNNs with Expressive Hidden StatesFri, 12 Jul 2024 - 0h
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515 - arxiv preprint - Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region CaptionsThu, 11 Jul 2024 - 0h
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514 - arxiv preprint - Evaluating Human Alignment and Model Faithfulness of LLM RationaleTue, 09 Jul 2024 - 0h
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513 - arxiv preprint - Detection and Measurement of Syntactic Templates in Generated TextMon, 08 Jul 2024 - 0h
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512 - arxiv preprint - From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataMon, 01 Jul 2024 - 0h
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511 - arxiv preprint - MG-LLaVA: Towards Multi-Granularity Visual Instruction TuningThu, 27 Jun 2024 - 0h
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510 - arxiv preprint - 4M-21: An Any-to-Any Vision Model for Tens of Tasks and ModalitiesWed, 26 Jun 2024 - 0h
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509 - arxiv preprint - VideoLLM-online: Online Video Large Language Model for Streaming VideoTue, 25 Jun 2024 - 0h
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508 - arxiv preprint - EvTexture: Event-driven Texture Enhancement for Video Super-ResolutionMon, 24 Jun 2024 - 0h
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507 - arxiv preprint - MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion ModelFri, 21 Jun 2024 - 0h
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506 - arxiv preprint - An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual PixelsThu, 20 Jun 2024 - 0h
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505 - arxiv preprint - Graphic Design with Large Multimodal ModelWed, 19 Jun 2024 - 0h
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504 - arxiv preprint - LLARVA: Vision-Action Instruction Tuning Enhances Robot LearningTue, 18 Jun 2024 - 0h
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503 - arxiv preprint - Transformers need glasses! Information over-squashing in language tasksMon, 17 Jun 2024 - 0h
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502 - arxiv preprint - Show, Don’t Tell: Aligning Language Models with Demonstrated FeedbackFri, 14 Jun 2024 - 0h
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501 - arxiv preprint - TextGrad: Automatic ”Differentiation” via TextThu, 13 Jun 2024 - 0h
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500 - arxiv preprint - SaySelf: Teaching LLMs to Express Confidence with Self-Reflective RationalesWed, 12 Jun 2024 - 0h
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499 - arxiv preprint - Open-Endedness is Essential for Artificial Superhuman IntelligenceTue, 11 Jun 2024 - 0h
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498 - arxiv preprint - To Believe or Not to Believe Your LLMFri, 07 Jun 2024 - 0h
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497 - arxiv preprint - Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered ThoughtsWed, 05 Jun 2024 - 0h
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496 - arxiv preprint - Contextual Position Encoding: Learning to Count What’s ImportantTue, 04 Jun 2024 - 0h
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495 - arxiv preprint - Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video AnalysisMon, 03 Jun 2024 - 0h
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494 - arxiv preprint - VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long VideosFri, 31 May 2024 - 0h
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