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Life & fun · alternatives · 2026

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24 alternatives to Australian Acoustic Observatory Search

The Australian Acoustic Observatory (https://acousticobservatory.org/) has 360 microphones across the continent, and over 2 million hours of audio. However, none of it is labeled: We want to make this enormous repository useful to researchers. We have found that researchers are often looking for 'hard' signals - specific call-types, birds with very little available training data, and so on. So we built an acoustic-similarity search tool, allowing researchers to provide an example of what they're looking for, which we then match against embeddings from the A2O dataset. Here's…

The Australian Acoustic Observatory Search is a tool that helps researchers find specific animal sounds within a massive unlabeled audio archive. The system contains over 2 million hours of recordings from 360… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Australian Acoustic Observatory Search launched in 2023; newer entries below may have overtaken it.

  1. 1IT

    Hey HN! I just shipped a project I’ve been working on called Maroofy: https://maroofy.com You can search for any song, and it’ll use the song’s audio to find other similar-sounding music. Demo: https://twitter.com/subby_tech/status/1621293770779287554 How does it work? I’ve indexed ~120M+ songs from the iTunes catalog with a custom AI audio model that I built for understanding music. My model analyzes raw music audio as input and produces embedding vectors as output. I then store the embedding vectors for all songs into a vector database, and use semantic…

    2023 · maroofy.com · its alternatives →

  2. 2

    Hey there, I’m Brian. I've been shipping conversational models over here at Tavus for the past two years. I want to tell you about our new audio-understanding model: Sparrow-2! It’s a new category of model and a unique new approach to conversational audio. Earlier this year we launched Sparrow-1, (at the time) our SoTA turn taking model. Since our Sparrow-1 launch, I’ve spent a lot of time listening to humans talking and trying to really understand how people know when to talk, when to listen, and when to wait. I’ve also been hunting down failure modes of the current SoTA models. And while…

    2024 · tavus.io · its alternatives →

  3. 3

    E-ink bird frame for Raspberry Pi - real-time bird detection by audio, fully local AI, rendered as real, hand-cut 1800s bird illustrations. - arnegiacomo/fugleramme

    Sep 2026 · github.com · its alternatives →

  4. 4MA

    I am excited to announce a new tool for music producers and audio enthusiasts - a music audio search engine. With just a simple description of the groove you're looking for, our semantic search engine will output the most similar audio in seconds. I used the Freesound.org API to upload over 3,000 grooves to MongoDB, and combined all the relevant data such as tags, title, description, BPM, etc. into OpenAI's Text-Davinci to generate a unique description of each sound. I then embedded these descriptions using the Ada Embeddings Model and inserted them into Pinecone DB vector database, making…

    2023 · muzic-sage.vercel.app · its alternatives →

  5. 5

    A bird vocalization ID quiz for the species present at any location in the world - dandavison/trogon

    2021 · github.com · its alternatives →

  6. 6

    Contribute to soundshader/soundshader.github.io development by creating an account on GitHub.

    2022 · github.com · its alternatives →

  7. 7
    MARS5 TTS▲489

    Open-source, insanely prosodic text-to-speech model

    2024 · github.com · its alternatives →

  8. 8

    A neural net for speech recognition

    2022 · openai.com · its alternatives →

  9. 9

    Find anything inside audio, video, images & documents

    2022 · omnisearch.ai · its alternatives →

  10. 10

    Sounds of the city re-recording, and the story of a seagull

    2016 · soundcloud.com · its alternatives →

  11. 11

    Fast, accurate STT for production-grade voice agents

    May 2026 · ringg.ai · its alternatives →

  12. 12

    Audio landmark fingerprinting as a Node Stream module - adblockradio/stream-audio-fingerprint

    2017 · github.com · its alternatives →

  13. 13

    Advancing automatic speech recognition for 1,600+ languages

    Nov 2025 · ai.meta.com · its alternatives →

  14. 14

    Open source audio annotation tool for humans. Contribute to midas-research/audino development by creating an account on GitHub.

    2020 · github.com · its alternatives →

  15. 15

    In 2020, Magenta released DDSP [1], a machine learning algorithm / python library which made it possible to generate good sounding instrument synthesizers from about 6-10 minutes of data. While working with DDSP for a project, we realised how it was actually quite hard to find 6-10 minute of clean recordings of monophonic instruments. In this project, we have combined the DDSP architecture with a domain adaptation technique from speech synthesis [2]. This domain adaptation technique works by pre-training our model on many different recordings from the Solos dataset [3] first and then…

    2022 · erlj.notion.site · its alternatives →

  16. 16SS

    I built a podcast search engine that performs a semantic search within thousands of podcasts transcriptions. Technologies used are: OpenAI Whisper for transcriptions, BERT embeddings and FAISS as a vector database

    2022 · voilib.com · its alternatives →

  17. 17

    Easing the pain of audio transcription

    2023 · transkrip.xyz · its alternatives →

  18. 18WD
  19. 19

    Our goal with this project is to build a completely open source, state of the art turn detection model that can be used in any voice AI application. I've been experimenting with LLM voice conversations since GPT-4 was first released. (There's a previous front page Show HN about Pipecat, the open source voice AI orchestration framework I work on. [1]) It's been almost two years, and for most of that time, I've been expecting that someone would "solve" turn detection. We all built initial, pretty good 80/20 versions of turn detection on top of VAD (voice activity detection) models. And…

    2025 · github.com · its alternatives →

  20. 20

    Listen to your Google Search results

    2025 · blog.google · its alternatives →

  21. 21

    Keytap2 - acoustic keyboard eavesdropping based on language n-gram frequencies

    2020 · github.com · its alternatives →

  22. 22HQ

    A live duck pond: a small flock of mallards, every call synthesized as it happens and heard from where you stand on the bank.

    6d ago · celphase.github.io · its alternatives →

  23. 23
    FluidDATA▲150

    Search for spoken phrases in millions of podcasts instantly

    2017 · its alternatives →

  24. 24C

    Hear, shape, and investigate sperm whale codas with Astra

    Sep 2026 · codabridge.decembwr.chatgpt.site · its alternatives →

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