Lyzr Automata is our open-source framework that lets you build, connect, and run AI agents in Python, with just a few lines of code.
You can define agents as simple Python classes, chain them using the Automata graph, and run them locally or via a hosted orchestrator. It\u2019s designed to be simple, extensible, and self-contained."},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Show HN: Lyzr's low-code multi-agent automation framework"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://github.com/LyzrCore/lyzr-automata"}},"_tags":["story","author_agent314","story_45666355","show_hn"],"author":"agent314","created_at":"2025-10-22T08:41:49Z","created_at_i":1761122509,"num_comments":0,"objectID":"45666355","points":1,"story_id":45666355,"story_text":"Hi everyone! We\u2019ve been experimenting with ways to make it easier to build multi-agent systems, somewhere between LangGraph\u2019s orchestration flexibility and AutoGen\u2019s ease of use.
Lyzr Automata is our open-source framework that lets you build, connect, and run AI agents in Python, with just a few lines of code.
You can define agents as simple Python classes, chain them using the Automata graph, and run them locally or via a hosted orchestrator. It\u2019s designed to be simple, extensible, and self-contained.","title":"Show HN: Lyzr's low-code multi-agent automation framework","updated_at":"2026-03-05T22:52:32Z","url":"https://github.com/LyzrCore/lyzr-automata"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"niruwu"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lyzr, a Minimal framework for building AI copilots"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://www.lyzr.ai"}},"_tags":["story","author_niruwu","story_44457652"],"author":"niruwu","created_at":"2025-07-03T18:03:15Z","created_at_i":1751565795,"num_comments":0,"objectID":"44457652","points":1,"story_id":44457652,"title":"Lyzr, a Minimal framework for building AI copilots","updated_at":"2025-07-03T18:04:13Z","url":"https://www.lyzr.ai"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"Shreyaskapale"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"
Hey HN,\n\n We built GitAgent \u2014 a git-native, framework-agnostic open standard\n for\n defining AI agents. The idea is simple: your repo IS the agent.\n\n npx @open-gitagent/gitagent@latest run -r\n https://github.com/shreyas-lyzr/architect -a claude\n\n That one command clones the repo, reads agent.yaml + SOUL.md +\n skills/,\n and launches it with Claude Code. Switch `-a openai` or `-a lyzr`\n to run\n the same agent on a different framework. No code changes. \n\n \n \n Goal: is keep the gitagent as a open standard ledger for an AI Agent in a VM, with versioned memories, skills etc.\n\n An agent is just files:\n\n my-agent/\n \u251c\u2500\u2500 agent.yaml # config: model, skills, tools\n \u251c\u2500\u2500 SOUL.md # identity, personality, expertise\n \u251c\u2500\u2500 RULES.md # boundaries, constraints\n \u251c\u2500\u2500 skills/ # capabilities\n \u251c\u2500\u2500 knowledge/ # reference docs\n \u2514\u2500\u2500 memory/ # persistent context\n\n Why Git? Because agents need the same things code needs \u2014\n versioning,\n branching, diffing, code review, and collaboration. We already have\n\n the best tool for that.\n\n What we've built:\n - CLI that validates, exports, imports, and runs agents\n - 8 adapters: Claude Code, OpenAI, CrewAI, OpenClaw, Nanobot, Lyzr,\n GitHub Models\n - Public registry at registry.gitagent.sh \u2014 browse and share agents\n - Compliance framework (FINRA, SEC, Fed) \u2014 audit logging,\n human-in-the-loop, kill switches\n\n Try it: https://gitagent.sh\n Registry: https://registry.gitagent.sh \n GitHub: https://github.com/open-gitagent/gitagent\n Discord: https://discord.gg/hVZV8Xyjdc\n \n Patterns\n 1. Human-in-the-Loop \u2014 Agents create a branch and PR for human review before updating memory or skills.\n\n 2. Live Agent Memory \u2014 memory/runtime/ stores dailylog.md, key-decisions.md, and context.md to persist state across sessions.\n\n 3. Agent Versioning \u2014 Every agent change is a git commit. Roll back broken prompts or revert bad skills anytime.\n\n 4. Shared Context via Monorepo \u2014 Root-level context.md, skills/, tools/, and knowledge/ are inherited by all agents automatically.\n\n 5. Branch-based Deployment \u2014 Promote agent changes through dev \u2192 staging \u2192 main, just like shipping software.\n\n 6. Knowledge Tree \u2014 knowledge/ folder stores entity relationships as a directory tree with embeddings for structured reasoning.\n\n 7. Agent Forking & Remixing \u2014 Fork a public agent repo, customize SOUL.md, add skills, and PR improvements back upstream. 8. Agent Diff & Audit Trail \u2014 git diff shows what changed; git blame traces every line to who wrote it and when. 9. Secret Management \u2014 Agent config is version-controlled; API keys stay in .env excluded via .gitignore.\n\n 10. Lifecycle Hooks \u2014 hooks/bootstrap.md and hooks/teardown.md define what an agent does on startup and shutdown.\n \n 11. Git-Native \u2014 Version control, branching, diffing, and collaboration are built in.\n \n 12. Framework-Agnostic \u2014 Works with Claude Code, OpenAI, CrewAI, LangChain, and more.\n \n 13. Compliance-Ready \u2014 First-class FINRA, SEC, and Federal Reserve support with audit logging and supervision.\n\n 14. Composable \u2014 Skills, tools, sub-agents, and workflows can extend, depend on, and delegate to each other.\n\n\n\n Hey HN,\n\n We built GitAgent \u2014 a git-native, framework-agnostic open standard\n for\n defining AI agents. The idea is simple: your repo IS the agent.\n\n npx @open-gitagent/gitagent@latest run -r\n https://github.com/shreyas-lyzr/architect -a claude\n\n That one command clones the repo, reads agent.yaml + SOUL.md +\n skills/,\n and launches it with Claude Code. Switch `-a openai` or `-a lyzr`\n to run\n the same agent on a different framework. No code changes. \n\n \n \n Goal: is keep the gitagent as a open standard ledger for an AI Agent in a VM, with versioned memories, skills etc.\n\n An agent is just files:\n\n my-agent/\n \u251c\u2500\u2500 agent.yaml # config: model, skills, tools\n \u251c\u2500\u2500 SOUL.md # identity, personality, expertise\n \u251c\u2500\u2500 RULES.md # boundaries, constraints\n \u251c\u2500\u2500 skills/ # capabilities\n \u251c\u2500\u2500 knowledge/ # reference docs\n \u2514\u2500\u2500 memory/ # persistent context\n\n Why Git? Because agents need the same things code needs \u2014\n versioning,\n branching, diffing, code review, and collaboration. We already have\n\n the best tool for that.\n\n What we've built:\n - CLI that validates, exports, imports, and runs agents\n - 8 adapters: Claude Code, OpenAI, CrewAI, OpenClaw, Nanobot, Lyzr,\n GitHub Models\n - Public registry at registry.gitagent.sh \u2014 browse and share agents\n - Compliance framework (FINRA, SEC, Fed) \u2014 audit logging,\n human-in-the-loop, kill switches\n\n Try it: https://gitagent.sh\n Registry: https://registry.gitagent.sh \n GitHub: https://github.com/open-gitagent/gitagent\n Discord: https://discord.gg/hVZV8Xyjdc\n \n Patterns\n 1. Human-in-the-Loop \u2014 Agents create a branch and PR for human review before updating memory or skills.\n\n 2. Live Agent Memory \u2014 memory/runtime/ stores dailylog.md, key-decisions.md, and context.md to persist state across sessions.\n\n 3. Agent Versioning \u2014 Every agent change is a git commit. Roll back broken prompts or revert bad skills anytime.\n\n 4. Shared Context via Monorepo \u2014 Root-level context.md, skills/, tools/, and knowledge/ are inherited by all agents automatically.\n\n 5. Branch-based Deployment \u2014 Promote agent changes through dev \u2192 staging \u2192 main, just like shipping software.\n\n 6. Knowledge Tree \u2014 knowledge/ folder stores entity relationships as a directory tree with embeddings for structured reasoning.\n\n 7. Agent Forking & Remixing \u2014 Fork a public agent repo, customize SOUL.md, add skills, and PR improvements back upstream. 8. Agent Diff & Audit Trail \u2014 git diff shows what changed; git blame traces every line to who wrote it and when. 9. Secret Management \u2014 Agent config is version-controlled; API keys stay in .env excluded via .gitignore.\n\n 10. Lifecycle Hooks \u2014 hooks/bootstrap.md and hooks/teardown.md define what an agent does on startup and shutdown.\n \n 11. Git-Native \u2014 Version control, branching, diffing, and collaboration are built in.\n \n 12. Framework-Agnostic \u2014 Works with Claude Code, OpenAI, CrewAI, LangChain, and more.\n \n 13. Compliance-Ready \u2014 First-class FINRA, SEC, and Federal Reserve support with audit logging and supervision.\n\n 14. Composable \u2014 Skills, tools, sub-agents, and workflows can extend, depend on, and delegate to each other.\n\n\n\nThe idea was simple. Feed the agent basic logs or threat descriptions and ask it to suggest next steps. Not alerts or dashboards but contextual follow ups. Like asking, \u201cThis looks like a port scan, what should I check next\u201d or \u201cThis file was flagged, how can I validate it manually\u201d
I used Lyzr to test it in a controlled setup with mock data. What stood out was not the accuracy but the way it handled uncertainty. When the input was vague, it asked for clarification. When it lacked context, it acknowledged that instead of guessing. That felt new.
It was not perfect. It struggled with very technical payloads and made conservative assumptions. But for exploratory questions or narrowing down false positives, it was surprisingly helpful.
Has anyone else here experimented with GenAI in this way?\nNot to replace analysts but to make the loop tighter between suspicion and action\nI feel like there is a lot of unexplored ground in using agents for reasoning rather than reporting."},"title":{"matchLevel":"none","matchedWords":[],"value":"I tested a GenAI agent on real cybersecurity scenarios and it surprised me"}},"_tags":["story","author_niruwu","story_44449050","ask_hn"],"author":"niruwu","created_at":"2025-07-02T21:28:19Z","created_at_i":1751491699,"num_comments":0,"objectID":"44449050","points":2,"story_id":44449050,"story_text":"I recently came across a platform that lets you spin up custom GenAI agents without writing much code. Out of curiosity, I tried building one for a use case I rarely see discussed outside enterprise tools, a quick threat triage for small teams.
The idea was simple. Feed the agent basic logs or threat descriptions and ask it to suggest next steps. Not alerts or dashboards but contextual follow ups. Like asking, \u201cThis looks like a port scan, what should I check next\u201d or \u201cThis file was flagged, how can I validate it manually\u201d
I used Lyzr to test it in a controlled setup with mock data. What stood out was not the accuracy but the way it handled uncertainty. When the input was vague, it asked for clarification. When it lacked context, it acknowledged that instead of guessing. That felt new.
It was not perfect. It struggled with very technical payloads and made conservative assumptions. But for exploratory questions or narrowing down false positives, it was surprisingly helpful.
Has anyone else here experimented with GenAI in this way?\nNot to replace analysts but to make the loop tighter between suspicion and action\nI feel like there is a lot of unexplored ground in using agents for reasoning rather than reporting.","title":"I tested a GenAI agent on real cybersecurity scenarios and it surprised me","updated_at":"2025-07-02T21:59:38Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"sivasurend"},"title":{"matchLevel":"none","matchedWords":[],"value":"A low-code multi-agent workflow automation framework?"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://github.com/LyzrCore/lyzr-automata"}},"_tags":["story","author_sivasurend","story_39475854"],"author":"sivasurend","children":[39475855],"created_at":"2024-02-23T01:43:01Z","created_at_i":1708652581,"num_comments":2,"objectID":"39475854","points":3,"story_id":39475854,"title":"A low-code multi-agent workflow automation framework?","updated_at":"2024-09-20T16:29:34Z","url":"https://github.com/LyzrCore/lyzr-automata"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"niruwu"},"title":{"matchLevel":"none","matchedWords":[],"value":"What's the fastest way you've built a useful AI agent?"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://www.lyzr.ai"}},"_tags":["story","author_niruwu","story_44462909"],"author":"niruwu","children":[44462946],"created_at":"2025-07-04T09:36:44Z","created_at_i":1751621804,"num_comments":1,"objectID":"44462909","points":3,"story_id":44462909,"title":"What's the fastest way you've built a useful AI agent?","updated_at":"2025-07-04T09:44:13Z","url":"https://www.lyzr.ai"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"sivasurend"},"title":{"matchLevel":"none","matchedWords":[],"value":"Perplexity open source API Costs are Super Low"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://llm-tco.lyzr.ai/"}},"_tags":["story","author_sivasurend","story_38845844"],"author":"sivasurend","children":[38845845],"created_at":"2024-01-02T19:25:52Z","created_at_i":1704223552,"num_comments":1,"objectID":"38845844","points":2,"story_id":38845844,"title":"Perplexity open source API Costs are Super Low","updated_at":"2024-09-20T16:02:41Z","url":"https://llm-tco.lyzr.ai/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"sivasurend"},"title":{"matchLevel":"none","matchedWords":[],"value":"Low-Code Multi-Agent Automation Framework"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://github.com/LyzrCore/lyzr-automata"}},"_tags":["story","author_sivasurend","story_39323410"],"author":"sivasurend","children":[39323411],"created_at":"2024-02-10T03:53:34Z","created_at_i":1707537214,"num_comments":1,"objectID":"39323410","points":1,"story_id":39323410,"title":"Low-Code Multi-Agent Automation Framework","updated_at":"2024-09-20T16:23:12Z","url":"https://github.com/LyzrCore/lyzr-automata"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"sivasurend"},"title":{"matchLevel":"none","matchedWords":[],"value":"MagicPrompts"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://magicprompts.lyzr.ai/"}},"_tags":["story","author_sivasurend","story_39296068"],"author":"sivasurend","children":[39296069],"created_at":"2024-02-08T00:11:30Z","created_at_i":1707351090,"num_comments":1,"objectID":"39296068","points":1,"story_id":39296068,"title":"MagicPrompts","updated_at":"2024-09-20T16:22:26Z","url":"https://magicprompts.lyzr.ai/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"niruwu"},"title":{"matchLevel":"none","matchedWords":[],"value":"Experimenting with AI as a thinking partner in cybersecurity"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://www.lyzr.ai/landing-pages/gen-ai-in-cybersecurity/"}},"_tags":["story","author_niruwu","story_44449130"],"author":"niruwu","created_at":"2025-07-02T21:38:40Z","created_at_i":1751492320,"num_comments":0,"objectID":"44449130","points":1,"story_id":44449130,"title":"Experimenting with AI as a thinking partner in cybersecurity","updated_at":"2025-07-02T21:43:09Z","url":"https://www.lyzr.ai/landing-pages/gen-ai-in-cybersecurity/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"adbrebs"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lyrebird \u2013 An API to copy the voice of anyone"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://lyrebird.ai/demo"}},"_tags":["story","author_adbrebs","story_14182262"],"author":"adbrebs","children":[14182428,14182449,14182468,14182495,14182519,14182545,14182573,14182580,14182606,14182636,14182666,14182715,14182725,14182753,14183023,14183098,14183146,14183231,14183236,14183248,14183251,14183281,14183318,14183335,14183368,14183388,14183399,14183406,14183433,14183457,14183633,14183653,14183674,14183715,14183760,14183881,14183897,14183990,14183996,14184034,14184114,14184144,14184363,14184440,14184490,14184510,14184555,14184611,14184630,14184636,14184720,14184962,14185084,14185159,14185561,14185571,14185671,14185812,14185864,14185899,14185946,14186509,14186599,14186695,14186796,14186885,14186900,14187249,14187692,14188085,14188137,14188219,14188301,14188340,14188405,14191457,14192314,14196166,14205068],"created_at":"2017-04-24T06:12:15Z","created_at_i":1493014335,"num_comments":298,"objectID":"14182262","points":1401,"story_id":14182262,"title":"Lyrebird \u2013 An API to copy the voice of anyone","updated_at":"2024-09-20T00:45:31Z","url":"https://lyrebird.ai/demo"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"kpozin"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Tom Lehrer releases song lyrics to public domain"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://tomlehrersongs.com/"}},"_tags":["story","author_kpozin","story_24833683"],"author":"kpozin","children":[24833925,24833967,24833992,24834085,24834138,24834141,24834248,24834266,24834309,24834364,24834371,24834397,24834495,24834510,24834514,24834695,24834737,24834745,24834873,24835086,24835612,24835651,24835910,24836150,24836157,24836453,24836541,24836972,24837364,24838368,24838638,24840209,24841401,24844462,24844855,24845559,24848904,24852582],"created_at":"2020-10-20T03:30:03Z","created_at_i":1603164603,"num_comments":132,"objectID":"24833683","points":486,"story_id":24833683,"title":"Tom Lehrer releases song lyrics to public domain","updated_at":"2025-07-28T04:14:44Z","url":"https://tomlehrersongs.com/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"fortran77"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Court dismisses Genius lawsuit over lyrics-scraping by Google"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://techcrunch.com/2020/08/11/court-dismisses-genius-lawsuit-over-lyrics-scraping-by-google/"}},"_tags":["story","author_fortran77","story_24127778"],"author":"fortran77","children":[24128095,24128141,24128148,24128154,24128155,24128186,24128238,24128266,24128286,24128304,24128315,24128352,24128360,24128379,24128380,24128407,24128447,24128464,24128485,24128547,24128559,24128610,24128662,24128671,24128773,24128808,24129418,24129521,24129530,24129533,24129850,24130305,24130409,24130430,24130586,24130765,24130830,24130874,24131321,24131731,24131943,24131960,24132090,24132843,24134188,24135075,24140783],"created_at":"2020-08-12T01:30:34Z","created_at_i":1597195834,"num_comments":286,"objectID":"24127778","points":370,"story_id":24127778,"title":"Court dismisses Genius lawsuit over lyrics-scraping by Google","updated_at":"2024-09-20T06:44:53Z","url":"https://techcrunch.com/2020/08/11/court-dismisses-genius-lawsuit-over-lyrics-scraping-by-google/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"Nrbelex"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lytro Unlock \u2013 Making a bad camera slightly better"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://github.com/ea/lytro_unlock"}},"_tags":["story","author_Nrbelex","story_34542993"],"author":"Nrbelex","children":[34543245,34543282,34543357,34543503,34543536,34543690,34543795,34543831,34544305,34544412,34544527,34544794,34544821,34544834,34545370,34546598,34548256,34548576,34549261,34551624],"created_at":"2023-01-27T05:48:52Z","created_at_i":1674798532,"num_comments":73,"objectID":"34542993","points":363,"story_id":34542993,"title":"Lytro Unlock \u2013 Making a bad camera slightly better","updated_at":"2024-09-20T13:12:06Z","url":"https://github.com/ea/lytro_unlock"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"homarp"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lyra audio codec enables high-quality voice calls at 3 kbps bitrate"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://www.cnx-software.com/2021/02/28/lyra-audio-codec-enables-3-kbps-bitrate-for-high-quality-voice-calls/"}},"_tags":["story","author_homarp","story_26300229"],"author":"homarp","children":[26308475,26308500,26308569,26308609,26308676,26308709,26308731,26308735,26308736,26308868,26309009,26309039,26309097,26309108,26309126,26309164,26309198,26309252,26309296,26309439,26309671,26309711,26309787,26310226,26310245,26311227,26311232,26311685,26311961,26312816,26312882,26312972,26313426,26313687,26314580,26314719,26323078],"created_at":"2021-03-01T06:30:31Z","created_at_i":1614580231,"num_comments":198,"objectID":"26300229","points":348,"story_id":26300229,"title":"Lyra audio codec enables high-quality voice calls at 3 kbps bitrate","updated_at":"2025-10-06T21:04:14Z","url":"https://www.cnx-software.com/2021/02/28/lyra-audio-codec-enables-3-kbps-bitrate-for-high-quality-voice-calls/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"velcrobeg"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"DeepMind releases Lyria 2 music generation model"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://deepmind.google/discover/blog/music-ai-sandbox-now-with-new-features-and-broader-access/"}},"_tags":["story","author_velcrobeg","story_43790093"],"author":"velcrobeg","children":[43790152,43790162,43790204,43790212,43790229,43790237,43790255,43790282,43790336,43790341,43790366,43790441,43790500,43790592,43790594,43790693,43790723,43790732,43790818,43790839,43790870,43791001,43791054,43791058,43791154,43791182,43791270,43791303,43791584,43791701,43791887,43792212,43792355,43792737,43792866,43793528,43793680,43793797,43794370,43794637,43798358,43799619],"created_at":"2025-04-25T04:25:15Z","created_at_i":1745555115,"num_comments":426,"objectID":"43790093","points":300,"story_id":43790093,"title":"DeepMind releases Lyria 2 music generation model","updated_at":"2025-12-15T09:04:16Z","url":"https://deepmind.google/discover/blog/music-ai-sandbox-now-with-new-features-and-broader-access/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"ingve"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Rockstar: A programming language where programs are also song lyrics"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://github.com/dylanbeattie/rockstar"}},"_tags":["story","author_ingve","story_17585589"],"author":"ingve","children":[17586089,17586129,17586130,17586143,17586148,17586159,17586162,17586460,17586603,17586625,17586990,17587069,17587160,17587185,17587303,17587571,17587723,17587887,17588563,17588892,17589142,17589517,17596221,17620361,17620370],"created_at":"2018-07-22T06:55:58Z","created_at_i":1532242558,"num_comments":44,"objectID":"17585589","points":297,"story_id":17585589,"title":"Rockstar: A programming language where programs are also song lyrics","updated_at":"2024-09-20T02:50:10Z","url":"https://github.com/dylanbeattie/rockstar"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"songrabbit"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Show HN: We made a spam-free lyric search engine"},"url":{"matchLevel":"none","matchedWords":[],"value":"http://www.songrabbit.com"}},"_tags":["story","author_songrabbit","story_2932956","show_hn"],"author":"songrabbit","children":[2932984,2933018,2933043,2933072,2933123,2933126,2933127,2933130,2933148,2933160,2933164,2933170,2933175,2933190,2933192,2933195,2933204,2933216,2933220,2933226,2933239,2933254,2933308,2933312,2933316,2933335,2933339,2933342,2933345,2933363,2933395,2933397,2933405,2933441,2933446,2933450,2933455,2933467,2933475,2933483,2933502,2933543,2933551,2933553,2933554,2933555,2933556,2933560,2933561,2933562,2933566,2933575,2933578,2933596,2933607,2933613,2933668,2933677,2933682,2933690,2933700,2933743,2933747,2933814,2933822,2933824,2933974,2934118,2935062,2935278,2936115,2936182,2936260,2937894,2940817,2941602],"created_at":"2011-08-28T00:46:16Z","created_at_i":1314492376,"num_comments":141,"objectID":"2932956","points":291,"story_id":2932956,"title":"Show HN: We made a spam-free lyric search engine","updated_at":"2024-09-19T17:53:56Z","url":"http://www.songrabbit.com"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"lxm"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Sources: Google is buying Lytro for about $40M"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://techcrunch.com/2018/03/20/sources-google-is-buying-lytro-for-about-40m/"}},"_tags":["story","author_lxm","story_16635676"],"author":"lxm","children":[16635779,16635786,16635856,16635889,16635891,16635893,16635906,16636400,16636723,16636765,16636960,16637812,16637838,16638269,16638390,16639247,16642196],"created_at":"2018-03-21T05:19:52Z","created_at_i":1521609592,"num_comments":103,"objectID":"16635676","points":289,"story_id":16635676,"title":"Sources: Google is buying Lytro for about $40M","updated_at":"2024-09-20T02:13:15Z","url":"https://techcrunch.com/2018/03/20/sources-google-is-buying-lytro-for-about-40m/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"o10449366"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lyrics Site Genius.com Accuses Google of Lifting Its Content"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://www.wsj.com/articles/lyrics-site-genius-com-accuses-google-of-lifting-its-content-11560677400?mod=rsswn"}},"_tags":["story","author_o10449366","story_20194952"],"author":"o10449366","children":[20194956,20195865,20195880,20195881,20195946,20195965,20196010,20196020,20196111,20196240,20196423,20196900,20197318,20197384,20197430,20197471,20197530,20197982,20198107,20198151,20198276,20198494,20198635,20199368,20201874,20204826,20206025,20206530],"created_at":"2019-06-16T11:15:23Z","created_at_i":1560683723,"num_comments":144,"objectID":"20194952","points":251,"story_id":20194952,"title":"Lyrics Site Genius.com Accuses Google of Lifting Its Content","updated_at":"2024-09-20T04:30:15Z","url":"https://www.wsj.com/articles/lyrics-site-genius-com-accuses-google-of-lifting-its-content-11560677400?mod=rsswn"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"chmaynard"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Google open-sources the Lyra audio codec"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://opensource.googleblog.com/2021/04/lyra-enabling-voice-calls-for-next-billion-users.html"}},"_tags":["story","author_chmaynard","story_26713790"],"author":"chmaynard","children":[26714000,26714012,26714070,26714087,26714121,26714171,26714172,26714175,26714258,26714267,26714347,26714367,26714497,26714521,26714585,26714755,26714912,26714916,26715178,26715333,26715662,26715690,26716289,26716333,26716395,26717136,26717295,26717612,26717703,26717738,26717743,26718434,26719760,26719787,26719808,26719983,26720570,26721390,26747261],"created_at":"2021-04-06T16:20:54Z","created_at_i":1617726054,"num_comments":139,"objectID":"26713790","points":245,"story_id":26713790,"title":"Google open-sources the Lyra audio codec","updated_at":"2024-09-20T08:17:08Z","url":"https://opensource.googleblog.com/2021/04/lyra-enabling-voice-calls-for-next-billion-users.html"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"HieronymusBosch"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lyra V2 \u2013 a better, faster, and more versatile speech codec"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://opensource.googleblog.com/2022/09/lyra-v2-a-better-faster-and-more-versatile-speech-codec.html"}},"_tags":["story","author_HieronymusBosch","story_33041114"],"author":"HieronymusBosch","children":[33041488,33041499,33041696,33041781,33041933,33042087,33042148,33042337,33042581,33043126,33044513,33045024],"created_at":"2022-09-30T21:35:24Z","created_at_i":1664573724,"num_comments":68,"objectID":"33041114","points":229,"story_id":33041114,"title":"Lyra V2 \u2013 a better, faster, and more versatile speech codec","updated_at":"2024-09-20T12:12:18Z","url":"https://opensource.googleblog.com/2022/09/lyra-v2-a-better-faster-and-more-versatile-speech-codec.html"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"aiz0Houp"},"story_text":{"matchLevel":"none","matchedWords":[],"value":"https://archive.li/qs8hq"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"OpenAI may not use lyrics without license, German court rules"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://www.reuters.com/world/german-court-sides-with-plaintiff-copyright-case-against-openai-2025-11-11/"}},"_tags":["story","author_aiz0Houp","story_45886131"],"author":"aiz0Houp","children":[45886388,45886409,45886456,45886538,45886551,45886585,45886623,45886653,45886672,45886677,45886700,45886780,45886781,45886839,45886854,45886904,45886935,45887005,45887154,45887701,45887915,45888019,45888233,45889586,45890270,45890870,45892436],"created_at":"2025-11-11T11:20:55Z","created_at_i":1762860055,"num_comments":244,"objectID":"45886131","points":224,"story_id":45886131,"story_text":"https://archive.li/qs8hq","title":"OpenAI may not use lyrics without license, German court rules","updated_at":"2026-03-05T23:01:38Z","url":"https://www.reuters.com/world/german-court-sides-with-plaintiff-copyright-case-against-openai-2025-11-11/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"herogary"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Hybrid-Net: Real-time audio source separation, generate lyrics, chords, beat"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://github.com/DoMusic/Hybrid-Net"}},"_tags":["story","author_herogary","story_39827127"],"author":"herogary","children":[39828155,39828182,39828318,39828459,39828599,39828808,39828838,39828969,39829001,39829026,39829027,39829038,39829819,39830088,39830278,39830308,39830530,39830892,39831036,39831405,39831669,39832043,39832100,39832722,39832847,39833398,39833559,39835129,39835293,39836946,39845449],"created_at":"2024-03-26T12:42:17Z","created_at_i":1711456937,"num_comments":65,"objectID":"39827127","points":220,"story_id":39827127,"title":"Hybrid-Net: Real-time audio source separation, generate lyrics, chords, beat","updated_at":"2026-05-12T19:53:55Z","url":"https://github.com/DoMusic/Hybrid-Net"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"sahillavingia"},"story_text":{"matchLevel":"none","matchedWords":[],"value":""},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lytro cameras are ready for preorder."},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://www.lytro.com/camera"}},"_tags":["story","author_sahillavingia","story_3131944"],"author":"sahillavingia","children":[3132125,3132150,3132170,3132192,3132211,3132307,3132310,3132314,3132319,3132330,3132341,3132460,3132463,3132479,3132562,3132573,3132589,3132592,3132768,3133072,3133365,3133702,3134449,3134490,3134929,3141311],"created_at":"2011-10-19T20:36:18Z","created_at_i":1319056578,"num_comments":94,"objectID":"3131944","points":207,"story_id":3131944,"story_text":"","title":"Lytro cameras are ready for preorder.","updated_at":"2023-09-06T20:30:46Z","url":"https://www.lytro.com/camera"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"haykmartiros"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Almost a year ago someone stumbled upon our hobby project and posted it to HN (edit: https://news.ycombinator.com/item?id=33999162). It was magical to see so many of you enjoy something we built for our love of music. We\u2019re back today with a real product and are excited to see what you think!
riffusion.com lets you create original music via short, shareable audio clips called \u201criffs\u201d. You describe the lyrics and a musical style to generate riffs complete with singing and custom artwork in a few seconds. From inspiring musicians, to wishing your mom a \u2018good morning!\u2019, we are having a lot of fun with riffs as a form of expression and communication.
We hope you have as much of a blast traveling the latent space of music as we did making it. You can generate music from text, remix other riffs, or record your own lyric timings.
A riff for HN: https://www.riffusion.com/riffs/ac7ff4c3-d86d-4dfa-884e-bb19...
Hayk + Seth"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Show HN: Riffusion with Lyrics"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://www.riffusion.com/"}},"_tags":["story","author_haykmartiros","story_37914425","show_hn"],"author":"haykmartiros","children":[37914597,37915142,37915258,37915330,37915966,37916189,37916410,37916779,37917210,37917296,37917344,37917355,37917461,37917611,37917638,37917762,37918135,37918144,37919155,37919367,37919590,37919914,37921108,37921942,37922295,37922601,37922645,37923239,37924398,37926309,37940101,37954955,38055601],"created_at":"2023-10-17T13:11:43Z","created_at_i":1697548303,"num_comments":49,"objectID":"37914425","points":186,"story_id":37914425,"story_text":"Almost a year ago someone stumbled upon our hobby project and posted it to HN (edit: https://news.ycombinator.com/item?id=33999162). It was magical to see so many of you enjoy something we built for our love of music. We\u2019re back today with a real product and are excited to see what you think!
riffusion.com lets you create original music via short, shareable audio clips called \u201criffs\u201d. You describe the lyrics and a musical style to generate riffs complete with singing and custom artwork in a few seconds. From inspiring musicians, to wishing your mom a \u2018good morning!\u2019, we are having a lot of fun with riffs as a form of expression and communication.
We hope you have as much of a blast traveling the latent space of music as we did making it. You can generate music from text, remix other riffs, or record your own lyric timings.
A riff for HN: https://www.riffusion.com/riffs/ac7ff4c3-d86d-4dfa-884e-bb19...
Hayk + Seth","title":"Show HN: Riffusion with Lyrics","updated_at":"2024-09-20T15:21:21Z","url":"https://www.riffusion.com/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"jsomers"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Rap Stats: Breaking Down The Words in Rap Lyrics Over Time"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"http://news.rapgenius.com/Sameoldshawn-rap-stats-breaking-down-the-words-in-rap-lyrics-over-time-lyrics"}},"_tags":["story","author_jsomers","story_6489960"],"author":"jsomers","children":[6490089,6490157,6490184,6490232,6490238,6490332,6490360,6490401,6490458,6490481,6490693,6490766,6490785,6490899,6490916,6490988,6491002,6491085,6491502,6491600,6491652,6491875,6492007,6492282,6492512,6492800,6492871,6492934,6493495,6493757,6494109,6494225,6494893],"created_at":"2013-10-03T16:14:14Z","created_at_i":1380816854,"num_comments":93,"objectID":"6489960","points":178,"story_id":6489960,"title":"Rap Stats: Breaking Down The Words in Rap Lyrics Over Time","updated_at":"2024-09-19T20:07:08Z","url":"http://news.rapgenius.com/Sameoldshawn-rap-stats-breaking-down-the-words-in-rap-lyrics-over-time-lyrics"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"bpierre"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lyra: Fast, in-memory, typo-tolerant, full-text search engine in TypeScript"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://github.com/nearform/lyra"}},"_tags":["story","author_bpierre","story_32283663"],"author":"bpierre","children":[32301307,32301401,32301420,32302051,32302165,32302367,32302513,32302770,32303393,32305333],"created_at":"2022-07-30T02:02:11Z","created_at_i":1659146531,"num_comments":46,"objectID":"32283663","points":171,"story_id":32283663,"title":"Lyra: Fast, in-memory, typo-tolerant, full-text search engine in TypeScript","updated_at":"2024-12-22T04:10:45Z","url":"https://github.com/nearform/lyra"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"fumar"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lytro Announces New Light Field Camera"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://www.lytro.com/#"}},"_tags":["story","author_fumar","story_7627905"],"author":"fumar","children":[7628018,7628102,7628103,7628112,7628117,7628119,7628123,7628126,7628147,7628165,7628280,7628300,7628316,7628356,7628364,7628388,7628408,7628413,7628425,7628481,7628491,7628565,7628595,7628823,7628886,7628998,7629035,7629897,7630563,7631791,7632053],"created_at":"2014-04-22T14:39:47Z","created_at_i":1398177587,"num_comments":112,"objectID":"7627905","points":159,"story_id":7627905,"title":"Lytro Announces New Light Field Camera","updated_at":"2024-09-19T20:43:24Z","url":"https://www.lytro.com/#"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"ideamonk"},"story_text":{"matchLevel":"none","matchedWords":[],"value":""},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lytro Lightfield Gallery"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"http://lytro.com/gallery/"}},"_tags":["story","author_ideamonk","story_2596377"],"author":"ideamonk","children":[2596421,2596435,2596442,2596448,2596453,2596486,2596493,2596502,2596553,2596582,2597190],"created_at":"2011-05-29T10:28:03Z","created_at_i":1306664883,"num_comments":41,"objectID":"2596377","points":158,"story_id":2596377,"story_text":"","title":"Lytro Lightfield Gallery","updated_at":"2023-09-06T19:53:36Z","url":"http://lytro.com/gallery/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"sebg"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"How We Analyzed and Visualized Hamilton\u2019s Rhyming Lyrics"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://source.opennews.org/en-US/articles/hamilton-algorithm/"}},"_tags":["story","author_sebg","story_11983451"],"author":"sebg","children":[11983719,11983973,11984174,11984281,11984555,11985433,11985618],"created_at":"2016-06-26T23:57:37Z","created_at_i":1466985457,"num_comments":22,"objectID":"11983451","points":158,"story_id":11983451,"title":"How We Analyzed and Visualized Hamilton\u2019s Rhyming Lyrics","updated_at":"2024-09-19T23:25:33Z","url":"https://source.opennews.org/en-US/articles/hamilton-algorithm/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"ryandamm"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lytro announces light field VR video camera"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"http://uploadvr.com/lytro-immerge-vr-light-field-video-camera/"}},"_tags":["story","author_ryandamm","story_10513295"],"author":"ryandamm","children":[10513397,10513602,10513745,10513746,10513933,10514076,10514171,10514207,10514248,10514283,10514634,10515158,10515163,10515462,10515953,10515971,10516063,10516777,10517140],"created_at":"2015-11-05T14:00:02Z","created_at_i":1446732002,"num_comments":72,"objectID":"10513295","points":156,"story_id":10513295,"title":"Lytro announces light field VR video camera","updated_at":"2024-09-19T22:27:36Z","url":"http://uploadvr.com/lytro-immerge-vr-light-field-video-camera/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"adbrebs"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Hi HN!
We are the co-founders of Lyrebird (https://lyrebird.ai/) and PhD students in AI at University of Montreal. We are building speech synthesis technologies to improve the way we communicate with computers. Right now, our key innovation is that we can copy the voice of someone else and make it say anything. The tech is still at its early stage but we believe that it is eventually going to make possible a wide range of new applications such as:
- reading loud text messages with the voice of the sender,
- reading audiobooks with the voice of your choice,
- giving a personalized digital voice to people who lost their voice due to a disease,
- allowing video game makers to have more customized dialogs generated on the fly, or avatars of their players,
- allowing movie makers to freeze the voice of their actors so that they can still use it if the actor ages or dies.
Yesterday we launched a beta version of our voice-cloning software: anyone can record one minute of audio and get a digital voice that sounds like them.
We know that many on HN are concerned about potential misuses surrounding these technologies and we share your concern. We write further on our ethical stance on this page: https://lyrebird.ai/ethics/.
Our blogpost about the launch: https://lyrebird.ai/blog/create-your-voice-avatar that features the first video combining generated audio and generated elements of the video.
There was a thread about us on HN when we launched our website four months ago (https://news.ycombinator.com/item?id=14182262) but at that time, no one could test our software yet and we did not really answer any question of the community. So this time we are ready for questions and would love some feedback!"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Launch HN: Lyrebird (YC S17) \u2013 Create a digital copy of your voice"}},"_tags":["story","author_adbrebs","story_15185089","launch_hn"],"author":"adbrebs","children":[15185309,15185358,15185396,15185433,15185505,15185651,15185884,15185908,15186157,15186264,15186296,15186304,15186390,15186514,15186526,15186533,15186552,15186560,15186644,15186696,15186709,15186745,15186794,15186961,15187088,15187265,15187398,15187430,15187535,15188143,15188819,15189548,15190194,15190553,15194699],"created_at":"2017-09-06T16:49:00Z","created_at_i":1504716540,"num_comments":93,"objectID":"15185089","points":154,"story_id":15185089,"story_text":"Hi HN!
We are the co-founders of Lyrebird (https://lyrebird.ai/) and PhD students in AI at University of Montreal. We are building speech synthesis technologies to improve the way we communicate with computers. Right now, our key innovation is that we can copy the voice of someone else and make it say anything. The tech is still at its early stage but we believe that it is eventually going to make possible a wide range of new applications such as:
- reading loud text messages with the voice of the sender,
- reading audiobooks with the voice of your choice,
- giving a personalized digital voice to people who lost their voice due to a disease,
- allowing video game makers to have more customized dialogs generated on the fly, or avatars of their players,
- allowing movie makers to freeze the voice of their actors so that they can still use it if the actor ages or dies.
Yesterday we launched a beta version of our voice-cloning software: anyone can record one minute of audio and get a digital voice that sounds like them.
We know that many on HN are concerned about potential misuses surrounding these technologies and we share your concern. We write further on our ethical stance on this page: https://lyrebird.ai/ethics/.
Our blogpost about the launch: https://lyrebird.ai/blog/create-your-voice-avatar that features the first video combining generated audio and generated elements of the video.
There was a thread about us on HN when we launched our website four months ago (https://news.ycombinator.com/item?id=14182262) but at that time, no one could test our software yet and we did not really answer any question of the community. So this time we are ready for questions and would love some feedback!","title":"Launch HN: Lyrebird (YC S17) \u2013 Create a digital copy of your voice","updated_at":"2024-09-20T01:22:59Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"herodotus"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lytro is winding down"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://support.lytro.com/hc/en-us/articles/360001773952/"}},"_tags":["story","author_herodotus","story_16705391"],"author":"herodotus","children":[16705567,16705583,16705589,16705631,16705719,16705724,16705837,16705884,16705919,16706004,16706060,16706124,16707160,16707756,16707827,16711122,16711378],"created_at":"2018-03-29T08:12:21Z","created_at_i":1522311141,"num_comments":53,"objectID":"16705391","points":148,"story_id":16705391,"title":"Lytro is winding down","updated_at":"2024-09-20T02:10:39Z","url":"https://support.lytro.com/hc/en-us/articles/360001773952/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"brogrammer2018"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"These Lyrics Do Not Exist"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://theselyricsdonotexist.com"}},"_tags":["story","author_brogrammer2018","story_22338395"],"author":"brogrammer2018","children":[22338401,22338424,22338456,22338525,22338533,22338590,22338610,22338674,22338680,22338717,22338896,22338902,22338957,22339039,22339237,22339341,22339672,22339743,22339751,22340084,22340321,22340324,22340688,22341262,22341679,22342014],"created_at":"2020-02-15T22:15:59Z","created_at_i":1581804959,"num_comments":46,"objectID":"22338395","points":139,"story_id":22338395,"title":"These Lyrics Do Not Exist","updated_at":"2025-08-21T09:02:47Z","url":"https://theselyricsdonotexist.com"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"bpierre"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Are Pop Lyrics Getting More Repetitive?"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://pudding.cool/2017/05/song-repetition/index.html"}},"_tags":["story","author_bpierre","story_14335987"],"author":"bpierre","children":[14336075,14336081,14336084,14336089,14336103,14336109,14336121,14336145,14336159,14336162,14336171,14336229,14336230,14336250,14336252,14336272,14336278,14336289,14336339],"created_at":"2017-05-14T15:30:31Z","created_at_i":1494775831,"num_comments":36,"objectID":"14335987","points":137,"story_id":14335987,"title":"Are Pop Lyrics Getting More Repetitive?","updated_at":"2024-09-20T00:47:10Z","url":"https://pudding.cool/2017/05/song-repetition/index.html"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"sixall"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"YouTube Video to Tabs and Lyrics"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://github.com/JoinMusic/fish"}},"_tags":["story","author_sixall","story_41255880"],"author":"sixall","children":[41256197,41256305,41256373,41256436,41256734,41256794,41256916,41256975,41257352,41257456,41257654,41257672,41257770,41257776,41258069,41258133,41258278,41258371,41258461,41258646,41258951,41259461,41259717,41259946],"created_at":"2024-08-15T13:33:48Z","created_at_i":1723728828,"num_comments":47,"objectID":"41255880","points":135,"story_id":41255880,"title":"YouTube Video to Tabs and Lyrics","updated_at":"2026-03-30T23:00:52Z","url":"https://github.com/JoinMusic/fish"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"overload119"},"story_text":{"matchLevel":"none","matchedWords":[],"value":""},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Show HN: Rappad - Write better lyrics"},"url":{"matchLevel":"none","matchedWords":[],"value":"http://rappad.co/"}},"_tags":["story","author_overload119","story_5525941","show_hn"],"author":"overload119","children":[5526127,5526217,5526337,5526346,5526406,5526431,5526481,5526484,5526585,5526703,5526739,5526833,5526850,5526941,5527110,5527226,5527687,5527700,5528189,5528291,5528306,5528365,5528700,5528717,5528776,5528869,5528985,5529012,5529449,5529455,5529582,5530119,5531730],"created_at":"2013-04-10T16:01:30Z","created_at_i":1365609690,"num_comments":65,"objectID":"5525941","points":134,"story_id":5525941,"story_text":"","title":"Show HN: Rappad - Write better lyrics","updated_at":"2023-09-06T21:15:37Z","url":"http://rappad.co/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"groar"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Generating MIDI melody from lyrics using LSTM-GANs"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://github.com/yy1lab/Lyrics-Conditioned-Neural-Melody-Generation"}},"_tags":["story","author_groar","story_22524176"],"author":"groar","children":[22524394,22524411,22525081,22525938,22526349,22530593],"created_at":"2020-03-09T09:53:53Z","created_at_i":1583747633,"num_comments":25,"objectID":"22524176","points":120,"story_id":22524176,"title":"Generating MIDI melody from lyrics using LSTM-GANs","updated_at":"2024-09-20T05:48:53Z","url":"https://github.com/yy1lab/Lyrics-Conditioned-Neural-Melody-Generation"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"ductionist"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Are Pop Lyrics Getting More Repetitive? (2017)"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://pudding.cool/2017/05/song-repetition/"}},"_tags":["story","author_ductionist","story_18508243"],"author":"ductionist","children":[18509118,18509211,18509213,18509259,18509404,18509446,18509739,18509915,18509964,18510030,18510591,18510924,18510941,18511143,18511286,18511885,18512224,18512312,18518144],"created_at":"2018-11-22T06:20:21Z","created_at_i":1542867621,"num_comments":50,"objectID":"18508243","points":118,"story_id":18508243,"title":"Are Pop Lyrics Getting More Repetitive? (2017)","updated_at":"2024-09-20T03:17:13Z","url":"https://pudding.cool/2017/05/song-repetition/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"bladecatcher"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"In Praise of APL: A Language for Lyrical Programming (1977)"},"url":{"matchLevel":"none","matchedWords":[],"value":"http://www.jsoftware.com/papers/perlis77.htm"}},"_tags":["story","author_bladecatcher","story_18688990"],"author":"bladecatcher","children":[18689396,18689441,18689472,18689493,18689771,18690319,18690741,18691897],"created_at":"2018-12-15T16:24:00Z","created_at_i":1544891040,"num_comments":57,"objectID":"18688990","points":117,"story_id":18688990,"title":"In Praise of APL: A Language for Lyrical Programming (1977)","updated_at":"2025-12-14T05:30:56Z","url":"http://www.jsoftware.com/papers/perlis77.htm"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"jcr"},"story_text":{"matchLevel":"none","matchedWords":[],"value":""},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lyra: An Interactive Visualization Design Environment"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"http://idl.cs.washington.edu/projects/lyra"}},"_tags":["story","author_jcr","story_8615491"],"author":"jcr","children":[8615631,8615897,8616080,8616903,8617422,8617599,8617661],"created_at":"2014-11-16T21:25:04Z","created_at_i":1416173104,"num_comments":12,"objectID":"8615491","points":111,"story_id":8615491,"story_text":"","title":"Lyra: An Interactive Visualization Design Environment","updated_at":"2024-09-19T21:15:22Z","url":"http://idl.cs.washington.edu/projects/lyra"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"app4soft"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lyrebird \u2013 a voice changer for Linux, written in GTK 3"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://github.com/lyrebird-voice-changer/lyrebird"}},"_tags":["story","author_app4soft","story_31277002"],"author":"app4soft","children":[31277529,31277614,31277859,31277986,31278019,31278055,31278706,31280233,31310629],"created_at":"2022-05-05T18:40:29Z","created_at_i":1651776029,"num_comments":39,"objectID":"31277002","points":109,"story_id":31277002,"title":"Lyrebird \u2013 a voice changer for Linux, written in GTK 3","updated_at":"2024-09-20T11:07:19Z","url":"https://github.com/lyrebird-voice-changer/lyrebird"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"iheredia"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Repetitiveness and compressibility analysis in song lyrics"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://pudding.cool/2017/05/song-repetition/"}},"_tags":["story","author_iheredia","story_14323762"],"author":"iheredia","children":[14325631,14325663,14325793,14325879,14325936,14326098,14326354,14327247,14327677,14327908,14328166,14328529,14339339],"created_at":"2017-05-12T13:28:43Z","created_at_i":1494595723,"num_comments":29,"objectID":"14323762","points":103,"story_id":14323762,"title":"Repetitiveness and compressibility analysis in song lyrics","updated_at":"2024-09-20T00:45:55Z","url":"https://pudding.cool/2017/05/song-repetition/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"rbanffy"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Weird A.I. Yankovic: Generating Parody Lyrics"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://arxiv.org/abs/2009.12240"}},"_tags":["story","author_rbanffy","story_24941733"],"author":"rbanffy","children":[24942096,24942189,24942225,24942240,24942261,24942585,24942712,24943528],"created_at":"2020-10-30T13:00:11Z","created_at_i":1604062811,"num_comments":32,"objectID":"24941733","points":100,"story_id":24941733,"title":"Weird A.I. Yankovic: Generating Parody Lyrics","updated_at":"2025-02-26T14:42:38Z","url":"https://arxiv.org/abs/2009.12240"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"severine"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Lyrics in ogg/vorbis and MP3 files"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"https://cweiske.de/tagebuch/embedded-lyrics.htm"}},"_tags":["story","author_severine","story_30599320"],"author":"severine","children":[30599696,30599815,30599962,30600302,30600319,30600404,30600655,30601029,30601181,30602186,30602234,30602545],"created_at":"2022-03-08T12:53:11Z","created_at_i":1646743991,"num_comments":63,"objectID":"30599320","points":93,"story_id":30599320,"title":"Lyrics in ogg/vorbis and MP3 files","updated_at":"2024-09-20T10:41:52Z","url":"https://cweiske.de/tagebuch/embedded-lyrics.htm"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"Hooke"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["lyzr"],"value":"Waxing lyrical: taking ear wax seriously"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://pmj.bmj.com/content/97/1149/475.full"}},"_tags":["story","author_Hooke","story_27755438"],"author":"Hooke","children":[27756008,27768946,27768952,27769034,27769045,27769054,27769072,27769111,27769217,27769341,27769495,27769539,27769562,27771309,27771757,27773099,27773566,27774559],"created_at":"2021-07-06T23:00:12Z","created_at_i":1625612412,"num_comments":78,"objectID":"27755438","points":89,"story_id":27755438,"title":"Waxing lyrical: taking ear wax seriously","updated_at":"2024-09-20T08:55:27Z","url":"https://pmj.bmj.com/content/97/1149/475.full"}],"hitsPerPage":50,"nbHits":1515,"nbPages":20,"page":0,"params":"query=Lyzr&tags=story&hitsPerPage=50&advancedSyntax=true&analyticsTags=backend","processingTimeMS":4,"processingTimingsMS":{"_request":{"roundTrip":21},"afterFetch":{"format":{"total":1}},"fetch":{"query":1,"scanning":1,"total":3},"total":4},"query":"Lyzr","serverTimeMS":5}