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        <title>AudioLab.tools — Insights</title>
        <link>https://audiolab.tools</link>
        <description>Long-form thinking on audio AI, mix feedback, accessibility, voice infrastructure, live workflows, and the engineering choices behind them.</description>
        <lastBuildDate>Fri, 05 Jun 2026 09:58:37 GMT</lastBuildDate>
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        <copyright>© 2026 AudioLab.tools</copyright>
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            <title><![CDATA[AI voice infrastructure in 2026 — what actually works]]></title>
            <link>https://audiolab.tools/insights/ai-voice-infrastructure-explained</link>
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            <pubDate>Fri, 05 Jun 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[The honest map of voice infrastructure in 2026 — TTS, ASR, voice cloning, dubbing, real-time conversion, QA tooling. What ships in production, what is overpromised, and where the unbuilt opportunities sit.]]></description>
            <content:encoded><![CDATA[The honest map of voice infrastructure in 2026 — TTS, ASR, voice cloning, dubbing, real-time conversion, QA tooling. What ships in production, what is overpromised, and where the unbuilt opportunities sit.]]></content:encoded>
            <category>VoiceLab</category>
            <category>voice</category>
            <category>tts</category>
            <category>asr</category>
            <category>voice cloning</category>
            <category>dubbing</category>
            <category>pillar</category>
            <category>landscape</category>
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            <title><![CDATA[Android audio development in 2026 — the engineer guide]]></title>
            <link>https://audiolab.tools/insights/android-audio-development-guide</link>
            <guid isPermaLink="false">https://audiolab.tools/insights/android-audio-development-guide</guid>
            <pubDate>Fri, 05 Jun 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[A working engineer guide to building serious audio on Android in 2026 — AAudio, Oboe, JUCE, latency budgets, hearing-device routing, AudioWorklet-equivalents, and the parts of the platform that finally just work.]]></description>
            <content:encoded><![CDATA[A working engineer guide to building serious audio on Android in 2026 — AAudio, Oboe, JUCE, latency budgets, hearing-device routing, AudioWorklet-equivalents, and the parts of the platform that finally just work.]]></content:encoded>
            <category>Engineering</category>
            <category>android</category>
            <category>aaudio</category>
            <category>oboe</category>
            <category>realtime audio</category>
            <category>pillar</category>
            <category>dsp</category>
            <category>engineering</category>
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        <item>
            <title><![CDATA[Hearing accessibility on Android — the platform map in 2026]]></title>
            <link>https://audiolab.tools/insights/hearing-accessibility-on-android</link>
            <guid isPermaLink="false">https://audiolab.tools/insights/hearing-accessibility-on-android</guid>
            <pubDate>Fri, 05 Jun 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[The platform-level state of hearing accessibility on Android in 2026 — ASHA, LE Audio, Auracast, Live Caption, hearing-aid routing, captions in the browser. What ships, what does not, and where the unbuilt opportunities sit.]]></description>
            <content:encoded><![CDATA[The platform-level state of hearing accessibility on Android in 2026 — ASHA, LE Audio, Auracast, Live Caption, hearing-aid routing, captions in the browser. What ships, what does not, and where the unbuilt opportunities sit.]]></content:encoded>
            <category>HearLab</category>
            <category>accessibility</category>
            <category>hearing</category>
            <category>android</category>
            <category>asha</category>
            <category>le audio</category>
            <category>auracast</category>
            <category>pillar</category>
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        <item>
            <title><![CDATA[AI mastering tools, honestly compared (2026)]]></title>
            <link>https://audiolab.tools/insights/ai-mastering-tools-compared</link>
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            <pubDate>Thu, 04 Jun 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[A working engineer's comparison of LANDR, eMastered, BandLab, iZotope Ozone AI, and CloudBounce. What they do well, where they fall down, and which to use for which job.]]></description>
            <content:encoded><![CDATA[A working engineer's comparison of LANDR, eMastered, BandLab, iZotope Ozone AI, and CloudBounce. What they do well, where they fall down, and which to use for which job.]]></content:encoded>
            <category>MixLab</category>
            <category>ai mastering</category>
            <category>comparison</category>
            <category>tools</category>
            <category>mixlab</category>
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            <title><![CDATA[Evaluating audio AI models: a working guide to measurements that matter]]></title>
            <link>https://audiolab.tools/insights/evaluating-audio-ai-models</link>
            <guid isPermaLink="false">https://audiolab.tools/insights/evaluating-audio-ai-models</guid>
            <pubDate>Thu, 04 Jun 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[How to measure whether an audio AI model is actually good — subjective listening tests (MUSHRA, ABX, MOS), objective metrics (PESQ, STOI, SI-SDR), and the gap between the two. The practical playbook for product teams.]]></description>
            <content:encoded><![CDATA[How to measure whether an audio AI model is actually good — subjective listening tests (MUSHRA, ABX, MOS), objective metrics (PESQ, STOI, SI-SDR), and the gap between the two. The practical playbook for product teams.]]></content:encoded>
            <category>SignalLab</category>
            <category>evaluation</category>
            <category>mushra</category>
            <category>abx</category>
            <category>metrics</category>
            <category>pillar</category>
            <category>audio ai</category>
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            <title><![CDATA[Real-time audio in the browser: what 2026 actually makes possible]]></title>
            <link>https://audiolab.tools/insights/realtime-audio-in-the-browser</link>
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            <pubDate>Thu, 04 Jun 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[The honest 2026 floor and ceiling for browser audio — AudioWorklet latency, WebGPU inference, MediaDevices capture, the gaps that still exist vs native, and the gaps that have finally closed.]]></description>
            <content:encoded><![CDATA[The honest 2026 floor and ceiling for browser audio — AudioWorklet latency, WebGPU inference, MediaDevices capture, the gaps that still exist vs native, and the gaps that have finally closed.]]></content:encoded>
            <category>Engineering</category>
            <category>webaudio</category>
            <category>audioworklet</category>
            <category>webgpu</category>
            <category>browser</category>
            <category>pillar</category>
            <category>engineering</category>
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        <item>
            <title><![CDATA[Voice clone detection in 2026: what works, what doesn’t, what’s coming]]></title>
            <link>https://audiolab.tools/insights/voice-clone-detection-2026</link>
            <guid isPermaLink="false">https://audiolab.tools/insights/voice-clone-detection-2026</guid>
            <pubDate>Thu, 04 Jun 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[A working overview of how synthetic-speech detection has evolved against modern voice cloners. Spectral artefacts, prosody fingerprints, watermarking, the regulatory landscape, and the honest limits of current detectors.]]></description>
            <content:encoded><![CDATA[A working overview of how synthetic-speech detection has evolved against modern voice cloners. Spectral artefacts, prosody fingerprints, watermarking, the regulatory landscape, and the honest limits of current detectors.]]></content:encoded>
            <category>VoiceLab</category>
            <category>voice clone</category>
            <category>deepfake</category>
            <category>detection</category>
            <category>pillar</category>
            <category>voicelab</category>
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        <item>
            <title><![CDATA[What is audio AI? A working map of the field in 2026]]></title>
            <link>https://audiolab.tools/insights/what-is-audio-ai</link>
            <guid isPermaLink="false">https://audiolab.tools/insights/what-is-audio-ai</guid>
            <pubDate>Wed, 03 Jun 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[The honest, plain-language map of where AI is actually changing audio in 2026 — and where it is still being oversold. Covers mix feedback, voice infrastructure, accessibility, audio intelligence, live audio, and learning.]]></description>
            <content:encoded><![CDATA[The honest, plain-language map of where AI is actually changing audio in 2026 — and where it is still being oversold. Covers mix feedback, voice infrastructure, accessibility, audio intelligence, live audio, and learning.]]></content:encoded>
            <category>Brand</category>
            <category>audio ai</category>
            <category>overview</category>
            <category>pillar</category>
            <category>landscape</category>
        </item>
        <item>
            <title><![CDATA[Building MixLab Analyzer — BS.1770-4 LUFS in the browser]]></title>
            <link>https://audiolab.tools/insights/building-mixlab-analyzer</link>
            <guid isPermaLink="false">https://audiolab.tools/insights/building-mixlab-analyzer</guid>
            <pubDate>Tue, 02 Jun 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[A working engineer’s walkthrough of how MixLab Analyzer works in the browser — K-weighting biquads, FFT, true peak, stereo correlation, and the design choices behind keeping it all client-side.]]></description>
            <content:encoded><![CDATA[A working engineer’s walkthrough of how MixLab Analyzer works in the browser — K-weighting biquads, FFT, true peak, stereo correlation, and the design choices behind keeping it all client-side.]]></content:encoded>
            <category>MixLab</category>
            <category>mixlab</category>
            <category>webaudio</category>
            <category>lufs</category>
            <category>bs.1770</category>
            <category>build log</category>
            <category>dsp</category>
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        <item>
            <title><![CDATA[The accessibility audio market is bigger than people think]]></title>
            <link>https://audiolab.tools/insights/accessibility-audio-market</link>
            <guid isPermaLink="false">https://audiolab.tools/insights/accessibility-audio-market</guid>
            <pubDate>Mon, 25 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[There are 1.5 billion people with measurable hearing loss. Most products in the audio space are not designed for them — and that is a strategic mistake.]]></description>
            <content:encoded><![CDATA[There are 1.5 billion people with measurable hearing loss. Most products in the audio space are not designed for them — and that is a strategic mistake.]]></content:encoded>
            <category>HearLab</category>
            <category>accessibility</category>
            <category>hearing</category>
            <category>market</category>
            <category>product strategy</category>
        </item>
        <item>
            <title><![CDATA[WebAudio vs native — where the line actually is in 2026]]></title>
            <link>https://audiolab.tools/insights/webaudio-vs-native</link>
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            <pubDate>Wed, 20 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[WebAudio has crossed the threshold from "demo only" to "production for many use cases". Here is where it still falls short and where it’s now the right tool.]]></description>
            <content:encoded><![CDATA[WebAudio has crossed the threshold from "demo only" to "production for many use cases". Here is where it still falls short and where it’s now the right tool.]]></content:encoded>
            <category>Engineering</category>
            <category>webaudio</category>
            <category>native</category>
            <category>audio dev</category>
            <category>browser</category>
        </item>
        <item>
            <title><![CDATA[Why AI mastering plateaued — and what creators want next]]></title>
            <link>https://audiolab.tools/insights/ai-mastering-plateau</link>
            <guid isPermaLink="false">https://audiolab.tools/insights/ai-mastering-plateau</guid>
            <pubDate>Tue, 12 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[The first wave of AI mastering proved the category. The second wave has to earn it. A look at what readable feedback could replace black-box "enhance".]]></description>
            <content:encoded><![CDATA[The first wave of AI mastering proved the category. The second wave has to earn it. A look at what readable feedback could replace black-box "enhance".]]></content:encoded>
            <category>MixLab</category>
            <category>ai mastering</category>
            <category>mix feedback</category>
            <category>product</category>
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        <item>
            <title><![CDATA[Designing hearing support without medicalising it]]></title>
            <link>https://audiolab.tools/insights/non-medical-hearing-design</link>
            <guid isPermaLink="false">https://audiolab.tools/insights/non-medical-hearing-design</guid>
            <pubDate>Wed, 29 Apr 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[A non-medical companion app for hearing loss has to thread several needles at once: regulatory, social, technical. Here is the framing we use.]]></description>
            <content:encoded><![CDATA[A non-medical companion app for hearing loss has to thread several needles at once: regulatory, social, technical. Here is the framing we use.]]></content:encoded>
            <category>HearLab</category>
            <category>accessibility</category>
            <category>hearing</category>
            <category>product</category>
            <category>android</category>
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            <title><![CDATA[Realtime DSP on Android — what AAudio gets right]]></title>
            <link>https://audiolab.tools/insights/realtime-dsp-android</link>
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            <pubDate>Wed, 08 Apr 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[AAudio + AudioWorklet is now a credible realtime audio stack. A short tour through the rough edges and the parts that just work.]]></description>
            <content:encoded><![CDATA[AAudio + AudioWorklet is now a credible realtime audio stack. A short tour through the rough edges and the parts that just work.]]></content:encoded>
            <category>Engineering</category>
            <category>android</category>
            <category>aaudio</category>
            <category>dsp</category>
            <category>realtime</category>
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