... built MuseGen you type an idea (or paste lyrics) and get a real, editable song back, right in the browser, no music background needed. A few things I intentionally focused on, and why: Text/lyrics full song (AI vocals or instrumental) the fast path for non-musicians Real editing, not just re-rolls trim sections, regenerate a part, or in-paint a single track (drums/bass/vocals). A demo that sounds cool in 10 seconds often falls apart in a real timeline ... ... editing mattered more than raw generation. Stems export (WAV/48k + MIDI) so it fits into an actual workflow, not just a one-off download 100% royalty-free for commercial use on paid plans The hardest design question was control vs

... everyone, quick self-promo but I d genuinely love feedback. I ve been working on an AI Vocal Remover for creators who want to separate vocals

... curious how people here handle vocal removal in real workflows. When you need an instrumental version of a song or audio clip, what do you usually use? Do you care more about speed, audio quality, file size, browser-based editing, or being able to use it without installing anything? I m working on a small browser-based vocal

... Product Hunt! I'm Niko, and I just finished building Ailume Music a free AI song maker that turns simple ideas or lyrics into full songs with vocals, instrumentals, and lyrics in seconds, no music experience needed, no credit card required. It's fully built and live now, and I'm preparing to launch it here on Product Hunt soon. The core idea came from wanting to make music creation accessible for anyone making content for YouTube, TikTok, or podcasts ...

... working on FreeMusicCreator , a browser-based tool for quick music creation and audio cleanup. The idea is simple: creators can generate music from text, remove vocals from MP3s, and edit MIDI ideas without opening a full production setup. I m curious how people here currently handle audio for launch videos, demos, short clips, or prototypes. Do you usually use stock music, AI music tools, existing songs, or skip music entirely? Would love feedback on what slows you down most ...

... actually respected you" is a pitch that resonates instantly because everyone has LinkedIn frustration. Rebuilding recruiting with respect as the foundation addresses a systemic problem that affects millions of professionals daily. Your PH launch is active. Recruiting and LinkedIn alternative tools attract massive engagement because the pain is universal and deeply felt across the entire PH audience. We sell PH upvotes at $2 each, comments/reviews/followers at $1. Discounted packages start at $199. Same-day delivery. Let us know reply ... ... Market St #200, San Francisco, CA 94102 To stop receiving these emails, reply with "unsubscribe". Hi R1 team, PH standings: OpenSEO #1, 186+ upvotes. Rankings are official and run until midnight PT. Higher position tonight means digest inclusion. LinkedIn alternatives

... will. Your "three times we rebuilt" reads like the same muscle. Curious how you tell the two apart in the moment though when the comments land, what's your tell that a piece of feedback is a real constraint vs. just the loudest corner of the room? Comment from Rahil Pirani(@rahilpirani): @akbar_b  The tell for me is whether the feedback points at the problem or at a preference. The terminal is scary isn t someone asking ... ... independence of framing, not volume of requests. The thing I'd worry about applying it, though: 'three people who don't know each other' can quietly become one person's complaint getting relayed through a shared Discord or a vocal

... straight away, but this appears to be a better option! :D Comment from Nika(@busmark_w_nika): @foued_sendi  That's true, but sometimes you need to prompt users to leave you a review (to be more vocal), because they will not do that when they're not satisfied; the most loudest users are the ones who are not satisfied. So you need to be proactive with getting good reviews. :) Comment from Nika(@busmark_w_nika): @austinbuhl ...

... Projective techniques add noise. Implicit association tests are hard to run at scale. Follow-up probing helps but depends entirely on the moderator catching the right moments. And even the best human moderator misses things, they can't track vocal confidence, facial micro-expressions, and conversation content simultaneously across 40 interviews. At Decode , the reason we built an emotion layer into Mira wasn't to replace researcher judgement. It was specifically to give researchers a way to see the moments ...

... just dropped a massive update for Orchestria, completely shifting from just an instrumentation studio to a full-scale AI music engine. You can now generate radio-ready tracks featuring highly realistic, professional vocal chains alongside top-tier musical compositions. But we re still staying true to our core mission: zero black boxes. Instead of getting a locked, flat audio file, you still get full control over individual stems and raw MIDI. Whether you want to drop studio-grade vocals

... everyone, We ve just rolled out Orchestria 2.0 This is not a cosmetic update it s a direct response to your feedback. Over the last months, many of you asked for: stronger vocal quality richer, more layered instrumentals better overall output consistency a smoother studio workflow So we focused exactly on those areas. What s new Upgraded music generation engine for stronger coherence and output quality Better vocal

... Voice Engine: Powered by Google Cloud's advanced Neural2 and WaveNet TPU models to deliver lifelike human-like voices with natural intonation. * Real-Time Studio FX Tuning: Don't just convert text shape it! Adjust Deep Bass, Vocal Clarity, and Spatial Echo metrics directly in your browser. * Lossless Master Exports: Generates ultra-clean LINEAR16 WAV master audio files ready for your video editors or tracking timelines. * Privacy-First (Zero Disk Footprint): Your script inputs and raw binaries are processed dynamically ...

... generic to actually tailor against meaningfully? That's usually where automated resume tools fall apart in my experience. Will check out the link, sounds genuinely useful for the right audience. Comment from Nolan Vu(@nolan_vu): @thenameisarian  Interesting, alternative to LinkedIn you said "Transparency, not hiding" as the positioning is sharp. The whole industry is moving toward pretending AI involvement isn't happening, so calling it out directly and making it a feature instead of a flaw flips ... ... script in a really smart way. Recruiters needing to know what was AI vs

... built. My background is in signal processing, applied to healthcare diagnostics. Years of working with acoustic data taught me something I couldn't un-know: our voice produces an enormous amount of signal every time we speak cognitive load, vocal strain, fatigue, stress, mood, and countless other markers all acoustically measurable, often days before you'd consciously name them. The problem is nobody built something ordinary people could actually use daily. So I did.HealthOS is a 2 5 second voice ... ... check-in. You just talk no script, no performance. It extracts signals from your voice: energy, fatigue, stress, mood, confidence, cognitive load, vocal

... something people want is that you're supposed to be paying attention to them, not building in a vacuum. But every time I've followed the loudest requests, I've ended up building things almost nobody else wanted. One vocal customer asks for a feature, it feels urgent because they're right in front of me, and three weeks later it's sitting there barely used. The problem is that customers tell you their problems, not the optimal implementation. They ...

... Comment from Zakaria empire(@zakaria_empire): @busmark_w_nika Perdre les r seaux ? Panique 2 jours, puis soulagement. Perso : Je retrouverais mes yeux. Je regarderais les gens, pas les crans. J appellerais ma m re au lieu de lui envoyer un vocal. Baraka. Pro : a forcerait revenir aux fondamentaux. Contact direct, qualit du service, r seau r el. Les r seaux c est un outil, pas le m tier. Si l outil casse, le menuisier travaille quand m me. Le vrai danger ... ... void, it will get filled and maybe by something far more nefarious - I believe in the government sentiment, but I am gobsmacked at the solution - I fear it will backfire - kids are not stupid and they will find an alternative

... that explains why that works. Would love to see where you take this. Good luck with the launch! Comment from Rivra(@rivra_dev): Using AI voice for behavior change is a very compelling area. There is something about the vocal interaction that can feel more personal and persuasive than just text. I am interested to know if you are focusing on specific sectors like health or education for these behavioral shifts ...

... file voice conversion Real-time voice streaming Pitch control for fine-tuning output Optimized inference for low-latency performance The final result was a stable offline system capable of producing high-quality voice transformations that closely match the target vocal style. If you are building this kind of apps or interested in this field, feel free to reach out to me. Happy to share my experience ! #VoiceConversion #VoiceCloning #AudioProcessing #SpeechProcessing #MachineLearning #DeepLearning #RealTimeAudio #OfflineAI #LowLatency #AISpeech #NeuralNetworks #AIAudio #SpeechSynthesis #PyTorch ...

... thought we knew We assumed enterprise customers wanted the same things as our small business users, just more of it. More security. More control. More features. We never talked to them. We read blog posts. We looked at competitor pricing pages. We guessed. Here's what we missed: Procurement cycles. Enterprise deals take 6-12 months. We had 30-day sales cycles. We weren't built for that. Security reviews. We needed SOC2. We didn't have it. Customers asked ... ... danger. "I'd use it all the time" sounds great but means nothing. "I'd stop exporting to CSV and manually reformatting every week" means there's real pain. That's the signal. You're right about loud vs

... months, our most requested feature at Murror was a chat function. Users wanted to talk to the AI the way they talk to a friend. It seemed obvious. Every competitor had it. Every feedback form mentioned it. So we built it. And within two weeks, our core metrics started dropping. Session length went down. Return rate went down. The thing users said they wanted was actively making the product worse. Here is what we discovered when we dug into ... ... harder to measure but far more honest. Comment from Mona Truong(@monatruong_murror): Thank you all for the thoughtful comments! To answer a few questions: @Jade Melissa - Great question. There was actually a surprising mismatch. Our most vocal

... Oshenye(@oshylabs): I use Claude's API across several of my own products so I have a stake in this. The Attie backlash makes sense to me though. Bluesky's entire identity was built on being the open, human alternative to X. Bolting on an AI that reads and understands your posts cuts right against that promise I guess,, regardless of how good the underlying model is. The "just give us an edit button" response says everything. Users had basic ... ... doing things properly. Comment from Rohan Chaubey(@rohanrecommends): Honestly feels like they're chasing shiny object syndrome while ignoring basic user needs :/ The timing is weird too because Bluesky's whole appeal was being the "anti-X" alternative

... multiple episodes at once. Monday: Write 4 scripts. Just write. Don't record, don't edit. Four scripts in a writing session flows faster than one script four times. Tuesday: Record/generate all 4. Studio setup once. Mic check once. Vocal warm-up once. Then batch through all four episodes. Wednesday: Edit all 4. You're in "editor mode." Your ears are calibrated. Cuts get faster as you go. Thursday-Sunday: Schedule releases. One per day, or whatever cadence works ...

... editors that were just overwhelming. Too many menus, too many features I didn't need and the installs always took forever. So we made Brisk Audio , a browser-based tool that s just simple. You can record, edit, remove vocals, reduce echo, adjust speed, and more. All in your browser with nothing to install. It s really aimed at anyone who just wants to record or edit audio fast . Creators, podcasters, musicians or just someone trying to clean ...

... prediction. Green: High probability (Keep your eyes open). Red: Likely a "Simpsons Did It" myth. Check the new "Likelihood" column on the dashboard to see what s trending toward reality. 2. The Dynamic Crystal Ball The Oracle is now... vocal. We ve added a Crystal Ball widget . It won't give you a straight "Yes" or "No," but it will nudge you toward the right data category with a classic Springfield catchphrase. 3. Hidden Simpsons Easter Egg Here ...

... genuinely strong for: camera motion and cinematic energy atmosphere and lighting short sequences with clear shot intent structured prompting that feels like real coverage We still treat these as plan B areas: ultra clean dialogue and vocal nuance perfect close-ups in every lighting setup extreme poses and anatomy edge cases sharp, readable UI text inside the frame And that s fine. We use it like fast previz and creative production, then finish the polish in edit. The simplest rule ...